182 results on '"Bharti, Khurana"'
Search Results
2. Intimate Partner Violence and Injury Prediction From Radiology Reports.
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Irene Y. Chen, Emily Alsentzer, Hyesun Park, Richard Thomas, Babina Gosangi, Rahul Gujrathi, and Bharti Khurana
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- 2021
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3. Upper cervical spine fracture patterns and blunt cerebrovascular injuries
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Ngoc-Anh Tran, Jayashri P. Pawar, Daniel Tobert, Mitchel B. Harris, and Bharti Khurana
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Emergency Medicine ,Radiology, Nuclear Medicine and imaging - Published
- 2023
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4. Imaging of Intimate Partner Violence, From the AJR Special Series on Emergency Radiology
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Anji Tang, Andrew Wong, and Bharti Khurana
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Radiology, Nuclear Medicine and imaging ,General Medicine - Published
- 2023
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5. A survey of ASER members on artificial intelligence in emergency radiology: trends, perceptions, and expectations
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Anjali Agrawal, Garvit D. Khatri, Bharti Khurana, Aaron D. Sodickson, Yuanyuan Liang, and David Dreizin
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Emergency Medicine ,Radiology, Nuclear Medicine and imaging - Published
- 2023
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6. Recognizing Human Trafficking in Radiology
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Jaya Prakash, Annie Lewis O'Connor, Hanni Stoklosa, and Bharti Khurana
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Advanced and Specialized Nursing ,Radiological and Ultrasound Technology - Published
- 2023
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7. Intimate partner violence: Defining the pharmacist’s role
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Vanessa Mikhael, Rawane Ghabi, Abla Belahmer, Ryma Kadi, Natalie Guirguis, Andreas Gutzeit, Johannes M. Froehlich, Ema Ferreira, Tamsin Higgs, Marie-Michele Dufour, Valerie Theoret, Martine Hebert, Joane Turgeon, Marta Chadwick Balcom, Bharti Khurana, and Simon Matoori
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Pharmaceutical Science ,Pharmacy - Published
- 2023
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8. Imaging Findings on Head Computed Tomography Scans in Victims of Intimate Partner Violence
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Gaurav V. Watane, Anji Tang, Richard Thomas, Hyesun Park, Rahul Gujrathi, Babina Gosangi, and Bharti Khurana
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Radiology, Nuclear Medicine and imaging - Published
- 2023
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9. Imaging and Non-imaging Findings of Intimate Partner Violence on the Trauma Service: A Retrospective Analysis of Two Level 1 Trauma Centers
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Ellen X. Sun, Eric Goralnick, Ali Salim, and Bharti Khurana
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Radiology, Nuclear Medicine and imaging - Abstract
Intimate partner violence (IPV) is a serious public health issue. This study aims to characterize IPV-related injuries in trauma patients presenting to emergency departments (ED) who required hospitalization.Trauma registries of two Level 1 trauma centers were searched for assault-related ED visits by adults reporting "abuse" over 3 and 5 years to identify IPV victims. Imaging and electronic medical records were reviewed for demographics, injury type, hospital stay, and previous or subsequent presentations for presumed IPV.Twenty-nine of 18,465 (0.2%) individuals seen on the trauma service had reported IPV. Majority were women (90%, mean age 37) and Caucasian (69%), over 50% had psychiatric or substance use comorbidities, and 45% reported prior IPV. Blunt trauma (22/29) was more common than penetrating trauma. Soft tissue injuries dominated when including both radiologic and non-radiologic findings. Excluding two patients who were not imaged, most frequent injuries identified on imaging were to the head/face (14/27), followed by the chest (9/27; mainly rib fractures), upper extremity and abdomen (7/27 each). All spinal fractures involved the upper lumbar spine. Synchronous injuries to multiple body regions were common, particularly craniofacial and upper extremity. Twenty-eight of 29 patients scored a grade 3-4 on the IPV severity grading scale. Eight (28%) patients required intensive care unit -level care. One patient passed. Four (14%) patients had prior IPV-related ED presentations.While craniofacial and soft tissue injuries dominate, IPV can also result in serious thoracoabdominal, extremity and spinal injuries, even death. Multisystem injuries are common with synchronous craniofacial and upper extremity injuries being the most common combination.
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- 2023
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10. Holiday effect on injuries sustained by assault victims seen in US emergency departments
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Bharti Khurana, Jaya Prakash, and Randall T. Loder
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Emergency Medicine ,Radiology, Nuclear Medicine and imaging - Abstract
There has been a limited and inconsistent analysis of assault-related injury patterns associated with holidays. We investigated the temporal variation in assault-related injuries presenting to US emergency departments (ED) around holidays.We examined data from the National Electronic Injury Surveillance System Database between 2005 and 2017 for six categories of assault-related injuries: altercation, sexual assault, robbery, intimate partner violence (IPV), other specified, and unknown. Differences between holiday and non-holiday periods were analyzed for each assault type.There was a significant difference in overall assault-related injury visits between holiday and non-holiday periods (p 0.00001). Of over 21 million assault-related injury visits, 14.9% occurred during holiday periods and 85% during non-holiday periods. The difference between the daily number of assault-related ED visits was also significantly higher during the holiday period than baseline non-holiday period (p 0.00001). Altercations and IPV were significantly higher than baseline for New Year's Eve (highest), St. Patrick's Day, July 4th, and Labor Day. IPV also remained significantly higher than baseline during Thanksgiving and Christmas. Sexual assaults were significantly higher than baseline during the New Year's Eve period but lower than baseline during Christmas and Easter.Holidays are associated with increase in several assault-related injuries. The information can help allocate healthcare resources and guide prevention strategies.
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- 2022
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11. Intimate Partner Violence and Injury Prediction From Radiology Reports.
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Irene Y. Chen, Emily Alsentzer, Hyesun Park, Richard Thomas, Babina Gosangi, Rahul Gujrathi, and Bharti Khurana
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- 2020
12. Radiographic Predictors of Medial Collateral Ligament Injury and Stability of the Elbow
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Jordan A. Lebovic, BA, George S. Dyer, MD, and Bharti Khurana, MD
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Orthopedic surgery ,RD701-811 - Abstract
Background:. It has been postulated that injury to the medial collateral ligament (MCL) of the elbow is rare in cases of elbow fracture-dislocation, and if the MCL is torn, it does not require surgical repair. Elbow fracture-dislocations with MCL insufficiency are associated with recurrent instability, secondary surgery, and the development of posttraumatic arthritis. With the current study, our aim was to investigate whether evidence of an MCL attachment-site fracture on a radiograph or computed tomography (CT) scan is predictive of MCL insufficiency, the need for MCL repair, and postoperative instability. Methods:. This retrospective study included 219 patients (median age of 50 years; 53% female) with elbow fracture-dislocations treated at 2 Level-I trauma centers during the period of 2005 to 2016. Patients were followed for a median of 6.3 years to determine postoperative stability. Operative notes and radiology reports were reviewed to confirm MCL insufficiency and periarticular fractures. Radiographs and CT scans were analyzed by a musculoskeletal fellowship-trained emergency radiologist and a board-certified upper-extremity orthopaedic surgeon. Results:. Of the 33 patients with confirmed fractures at an MCL attachment site, 26 (79%) had MCL insufficiency, whereas of the 186 patients without fracture at an MCL attachment site, only 17 (9%) had MCL insufficiency. Of the 6 patients with an attachment-site fracture and MCL insufficiency who did not undergo initial MCL repair, 5 required reoperation. Of the 7 patients without an attachment-site fracture and with MCL insufficiency who did not undergo initial MCL repair, only 1 required reoperation. Conclusions:. Fractures involving an MCL attachment site, regardless of their size, help to predict MCL insufficiency. These fractures can be visualized using initial radiographs and CT scans that are routinely obtained. Additional research is required to assess these findings. Our findings further suggest that repairing an MCL-complex injury in cases of fracture-dislocation in which the fracture has occurred at an MCL attachment site may improve elbow stability and decrease the likelihood of requiring reoperation. Level of Evidence:. Prognostic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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- 2019
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13. Clinical Applications of a CT Window Blending Algorithm: RADIO (Relative Attenuation-Dependent Image Overlay).
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Jacob C. Mandell, Bharti Khurana, Les R. Folio, Hyewon Hyun, Stacy E. Smith, Ruth M. Dunne, and Katherine P. Andriole
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- 2017
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14. Supplemental Vitamin D and Incident Fractures in Midlife and Older Adults
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Meryl S. LeBoff, Sharon H. Chou, Kristin A. Ratliff, Nancy R. Cook, Bharti Khurana, Eunjung Kim, Peggy M. Cawthon, Douglas C. Bauer, Dennis Black, J. Chris Gallagher, I-Min Lee, Julie E. Buring, and JoAnn E. Manson
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Male ,Aging ,and promotion of well-being ,Clinical Trials and Supportive Activities ,Medical and Health Sciences ,Article ,Double-Blind Method ,Clinical Research ,General & Internal Medicine ,Complementary and Integrative Health ,Humans ,Vitamin D ,Bone ,3.3 Nutrition and chemoprevention ,Cholecalciferol ,Aged ,Nutrition ,Omega-3 ,Hip Fractures ,Prevention ,Fatty Acids ,Evaluation of treatments and therapeutic interventions ,General Medicine ,Middle Aged ,Vitamin D Deficiency ,Prevention of disease and conditions ,6.1 Pharmaceuticals ,Musculoskeletal ,Dietary Supplements ,Osteoporosis ,Female ,Fractures - Abstract
BACKGROUND: Vitamin D supplements are widely recommended for bone health in the general population, but data on whether they prevent fractures have been inconsistent. METHODS: In an ancillary study of the Vitamin D and Omega-3 Trial (VITAL), we tested whether supplemental vitamin D(3) would result in a lower risk of fractures than placebo. VITAL was a two-by-two factorial, randomized, controlled trial that investigated whether supplemental vitamin D(3) (2000 IU per day), n–3 fatty acids (1 g per day), or both would prevent cancer and cardiovascular disease in men 50 years of age or older and women 55 years of age or older in the United States. Participants were not recruited on the basis of vitamin D deficiency, low bone mass, or osteoporosis. Incident fractures were reported by participants on annual questionnaires and adjudicated by centralized medical-record review. The primary end points were incident total, nonvertebral, and hip fractures. Proportional-hazards models were used to estimate the treatment effect in intention-to-treat analyses. RESULTS: Among 25,871 participants (50.6% women [13,085 of 25,871] and 20.2% Black [5106 of 25,304]), we confirmed 1991 incident fractures in 1551 participants over a median follow-up of 5.3 years. Supplemental vitamin D(3), as compared with placebo, did not have a significant effect on total fractures (which occurred in 769 of 12,927 participants in the vitamin D group and in 782 of 12,944 participants in the placebo group; hazard ratio, 0.98; 95% confidence interval [CI], 0.89 to 1.08; P = 0.70), nonvertebral fractures (hazard ratio, 0.97; 95% CI, 0.87 to 1.07; P = 0.50), or hip fractures (hazard ratio, 1.01; 95% CI, 0.70 to 1.47; P = 0.96). There was no modification of the treatment effect according to baseline characteristics, including age, sex, race or ethnic group, body-mass index, or serum 25-hydroxyvitamin D levels. There were no substantial between-group differences in adverse events as assessed in the parent trial. CONCLUSIONS: Vitamin D(3) supplementation did not result in a significantly lower risk of fractures than placebo among generally healthy midlife and older adults who were not selected for vitamin D deficiency, low bone mass, or osteoporosis. (Funded by the National Institute of Arthritis and Musculoskeletal and Skin Diseases; VITAL ClinicalTrials.gov number, NCT01704859.)
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- 2022
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15. Short-term effects of teriparatide versus placebo on bone biomarkers, structure, and fracture healing in women with lower-extremity stress fractures: A pilot study
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Ellen A. Almirol, Lisa Y. Chi, Bharti Khurana, Shelley Hurwitz, Eric M. Bluman, Christopher Chiodo, Elizabeth Matzkin, Jennifer Baima, and Meryl S. LeBoff
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Teriparatide ,Pilot study ,Premenopausal ,Stress fracture ,Anabolic window ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Aims: In this pilot, placebo-controlled study, we evaluated whether brief administration of teriparatide (TPTD) in premenopausal women with lower-extremity stress fractures would increase markers of bone formation in advance of bone resorption, improve bone structure, and hasten fracture healing according to magnetic resonance imaging (MRI). Methods: Premenopausal women with acute lower-extremity stress fractures were randomized to injection of TPTD 20-µg subcutaneous (s.c.) (n = 6) or placebo s.c. (n = 7) for 8 weeks. Biomarkers for bone formation N-terminal propeptide of type I procollagen (P1NP) and osteocalcin (OC) and resorption collagen type-1 cross-linked C-telopeptide (CTX) and collagen type 1 cross-linked N-telopeptide (NTX) were measured at baseline, 4 and 8 weeks. The area between the percent change of P1NP and CTX over study duration is defined as the anabolic window. To assess structural changes, peripheral quantitative computed topography (pQCT) was measured at baseline, 8 and 12 weeks at the unaffected tibia and distal radius. The MRI of the affected bone assessed stress fracture healing at baseline and 8 weeks. Results: After 8 weeks of treatment, bone biomarkers P1NP and OC increased more in the TPTD- versus placebo-treated group (both p ≤ 0.01), resulting in a marked anabolic window (p ≤ 0.05). Results from pQCT demonstrated that TPTD-treated women showed a larger cortical area and thickness compared to placebo at the weight bearing tibial site, while placebo-treated women had a greater total tibia and cortical density. No changes at the radial sites were observed between groups. According to MRI, 83.3% of the TPTD- and 57.1% of the placebo-treated group had improved or healed stress fractures (p = 0.18). Conclusions: In this randomized, pilot study, brief administration of TPTD showed anabolic effects that TPTD may help hasten fracture healing in premenopausal women with lower-extremity stress fractures. Larger prospective studies are warranted to determine the effects of TPTD treatment on stress fracture healing in premenopausal women.
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- 2016
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16. Injury patterns and associated demographics of intimate partner violence in men presenting to U.S. emergency departments
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Bharti Khurana, Denise A. Hines, Benjamin A. Johnson, Elizabeth A. Bates, Nicola Graham‐Kevan, and Randall T. Loder
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Male ,education ,Z261 ,Intimate Partner Violence ,social sciences ,C800 ,Arts and Humanities (miscellaneous) ,Developmental and Educational Psychology ,Humans ,population characteristics ,Female ,Emergency Service, Hospital ,Crime Victims ,General Psychology ,Demography ,Retrospective Studies - Abstract
Research suggests that there are differences between sexes in physical intimate partner violence (IPV) victimization that could lead to different injury patterns. In addition, research shows that men under-report their injuries yet may suffer grave consequences. It is, thus, vital to establish physical injury patterns in male IPV victims. A retrospective review of prospectively collected data was performed using the National Electronic Injury Surveillance System-All Injury Program data from 2005 to 2015 for all IPV-related injuries in both male and female patients. Sex differences by demographics, mechanism, anatomic location, and diagnoses of IPV injuries were analyzed using statistical methods accounting for the weighted stratified nature of the data. IPV accounted for 0.61% of all emergency department visits; 17.2% were in males and 82.8% in females. Male patients were older (36.1% vs. 16.8% over 60 years), more likely to be Black (40.5% vs. 28.8%), sustained more injuries due to cutting (28.1% vs. 3.5%), more lacerations (46.9% vs. 13.0%), more injuries to the upper extremity (25.8% vs. 14.1%), and fewer contusions/abrasions (30.1% vs. 49.0%), compared to female IPV patients (p
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- 2021
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17. Computed tomography-based body composition profile as a screening tool for geriatric frailty detection
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Houman Javedan, Erika Chow, Camden P. Bay, Michael J. Weaver, Christopher P. Bridge, Bharti Khurana, Olga Laur, Michael H. Rosenthal, and Mitchel B. Harris
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Male ,Sarcopenia ,medicine.medical_specialty ,Frail Elderly ,Population ,Osteoporosis ,Body composition ,Internal medicine ,Statistical significance ,Machine learning ,medicine ,Humans ,Scientific Article ,Radiology, Nuclear Medicine and imaging ,Hypoalbuminemia ,education ,Aged ,education.field_of_study ,Frailty ,business.industry ,Odds ratio ,medicine.disease ,Cross-Sectional Studies ,Obesity, Abdominal ,Cohort ,Ambulatory ,Female ,Tomography, X-Ray Computed ,business - Abstract
Objective To assess prevalence of CT imaging-derived sarcopenia, osteoporosis, and visceral obesity in clinically frail and prefrail patients and determine their association with the diagnosis of frailty. Materials and methods This cross-sectional study was constructed using our institution’s pelvic trauma registry and ambulatory database registry. The study included all elderly pelvic trauma patients and ambulatory outpatients between May 2016 and March 2020 who had a comprehensive geriatric assessment and CT abdomen/pelvis within 1 year from the date of the assessment. Patients were dichotomized in prefrail or frail groups. The study excluded patients with history of metastatic disease or malignancy requiring chemotherapy. Results The study cohort consisted of 151 elderly female and 65 male patients. Each gender population was subdivided into frail (114 female [75%], 51 male [78%]) and prefrail (37 female [25%], 14 male [22%]) patients. CT-imaging-derived diagnosis of osteoporosis (odds ratio, 2.5; 95% CI: 1.2–5.5) and sarcopenia (odds ratio, 2.6; 95% CI: 1.2–5.6) were associated with frailty in females, but did not reach statistical significance in males. BMI and subcutaneous adipose tissue at L3 level were statistically lower in the frail male group compared to the prefrail group. BMI showed strong correlation with the subcutaneous area at the L3 level in both genders (Spearman’s coefficient of 0.8, p
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- 2021
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18. Longitudinal imaging history in early identification of intimate partner violence
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Richard Thomas, Giles W. Boland, Hye Sun Park, Steven E. Seltzer, Bharti Khurana, Kathryn M. Rexrode, Babina Gosangi, Najmo Hassan, Isaac S. Kohane, Rahul Gujrathi, Tianxi Cai, Camden P. Bay, and Irene Y. Chen
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Pediatrics ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,education ,Interventional radiology ,social sciences ,General Medicine ,Longitudinal imaging ,medicine.disease ,Physical abuse ,Radiological weapon ,Facial injury ,medicine ,Musculoskeletal injury ,Domestic violence ,Radiology, Nuclear Medicine and imaging ,Radiology ,business ,Neuroradiology - Abstract
To describe the imaging findings of intimate partner violence (IPV)–related injury and to evaluate the role of longitudinal imaging review in detecting IPV. Radiology studies were reviewed in chronological order and IPV-related injuries were recorded among 400 victims of any type of abuse (group 1) and 288 of physical abuse (group 2) from January 2013 to June 2018. The likelihood of IPV was assessed as low/moderate/high based on the review of (1) current and prior anatomically related studies only and (2) longitudinal imaging history consisting of all prior studies. The first radiological study date with moderate/high suspicion was compared to the self-reported date by the victim. A total of 135 victims (33.8%) in group 1 and 144 victims (50%) in group 2 demonstrated IPV-related injuries. Musculoskeletal injury was most common (58.2% and 44.5% in groups 1 and 2, respectively; most commonly lower/upper extremity fractures), followed by neurologic injury (20.9% and 32.9% in groups 1 and 2, respectively; most commonly facial injury). With longitudinal imaging history, radiologists were able to identify IPV in 31% of group 1 and 46.5% of group 2 patients. Amongst these patients, earlier identification by radiologists was provided compared to the self-reported date in 62.3% of group 1 (median, 64 months) and in 52.6% of group 2 (median, 69.3 months). Musculoskeletal and neurological injuries were the most common IPV-related injuries. Knowledge of common injuries and longitudinal imaging history may help IPV identification when victims are not forthcoming. • Musculoskeletal injuries were the most common type of IPV-related injury, followed by neurological injuries. • With longitudinal imaging history, radiologists were able to better raise the suspicion of IPV compared to the selective review of anatomically related studies only. • With longitudinal imaging history, radiologists were able to identify IPV earlier than the self-reported date by a median of 64 months in any type of abuse, and a median of 69.3 months in physical abuse.
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- 2021
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19. Update on the Role of Imaging in Detection of Intimate Partner Violence
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Anji Tang, Andrew Wong, and Bharti Khurana
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Humans ,Intimate Partner Violence ,Mass Screening ,Radiology, Nuclear Medicine and imaging ,General Medicine - Abstract
Intimate partner violence (IPV) is a major public health problem with adverse health and mental consequences. Patient- and clinician-related barriers to screening include underreporting, misattribution of IPV to other causes, and patients not seeking help or facing social stigmas and discrimination. Radiology may help overcome these barriers through objective imaging evaluation, noting mismatches between image findings and provided clinical history. Recognizing injury patterns specific to IPV on imaging aids early identification and intervention even when the patient is not forthcoming. This article examines the ways radiologists have adapted to meet an ever-increasing demand for diagnosis and reporting of IPV.
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- 2022
20. Phytobezoar: A Brief Report with Surgical and Radiological Correlation
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Sameer A. Hirji, Faith C. Robertson, Grace F. Chao, Bharti Khurana, and Jonathan D. Gates
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Surgery ,RD1-811 - Abstract
Gastrointestinal bezoars, collections of incompletely digested material within the alimentary tract, can present as a diagnostic challenge and should be considered in the differential diagnosis and management of small bowel obstruction, ischemic bowel, or bowel perforation. We present a case of a 37-year-old man with a distant history of laparotomy for superior mesenteric artery thrombosis requiring partial small bowel resection of the jejunum who presented with worsening abdominal pain, nausea, vomiting, and hematemesis. An abdominal computed tomography revealed dilated loops of small bowel with a transition point at the ileum, distal to his prior bowel anastomosis. He was managed initially nonoperatively, but persistent vomiting and worsening distention necessitated urgent exploratory laparotomy. During the procedure, a 4 cm by 3 cm phytobezoar was discovered at the midjejunum. The patient had an unremarkable postoperative course with no further symptoms at 1-year follow-up. Timely diagnosis and treatment of bezoar is essential to minimize patient complications.
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- 2018
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21. Imaging of Intimate Partner Violence, From the
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Anji, Tang, Andrew, Wong, and Bharti, Khurana
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Intimate partner violence (IPV) is a highly prevalent public health issue with multiple adverse health effects for affected persons. Radiologists are well suited to assess a patient's likelihood of IPV. Recognition of common IPV injury mechanisms and resulting target and defensive injury patterns on imaging, as well as understanding differences in imaging utilization between patients with and without IPV, will aid radiologists in accurate IPV diagnosis. Target injuries often involve the face and neck as a result of blunt trauma or strangulation, whereas defensive injuries often involve the extremity. Awareness of differences in injury patterns resulting from IPV-related and accidental trauma can aid radiologists in detecting a mismatch between the provided clinical history and imaging findings, to support suspicion for IPV. Radiologists should consider all available current and prior imaging in assessing the likelihood of IPV; this process may be aided by machine learning methods. Even if correctly suspecting IPV based on imaging, radiologists face challenges in acting upon that suspicion, including appropriately documenting the findings, without compromising the patient's confidentiality and safety. However, through a multidisciplinary approach with appropriate support mechanisms, radiologists may serve as effective frontline physicians for raising suspicion for IPV.
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- 2022
22. Spinal trauma in DISH and AS: is MRI essential following the detection of vertebral fractures on CT?
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Mitchel B. Harris, Nandish G. Shah, Christopher M. Bono, Bharti Khurana, and Abhishek R. Keraliya
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Male ,medicine.medical_specialty ,03 medical and health sciences ,0302 clinical medicine ,Epidural hematoma ,medicine ,Humans ,Spondylitis, Ankylosing ,Orthopedics and Sports Medicine ,Aged ,Retrospective Studies ,Diffuse Idiopathic Skeletal Hyperostosis ,030222 orthopedics ,Ankylosing spondylitis ,Hyperostosis, Diffuse Idiopathic Skeletal ,business.industry ,Soft tissue ,medicine.disease ,Magnetic Resonance Imaging ,Spine ct ,Spine trauma ,Case-Control Studies ,Spinal Fractures ,Surgery ,Spine injury ,Neurology (clinical) ,Radiology ,Presentation (obstetrics) ,Tomography, X-Ray Computed ,business ,030217 neurology & neurosurgery - Abstract
BACKGROUND Both ankylosing spondylitis (AS) and diffuse idiopathic skeletal hyperostosis (DISH) cause a rigid spine, but through different pathophysiology. Recent data has shown that characteristic fracture patterns may also differ following trauma since the posterior osseous and soft tissue elements are often spared in DISH. CT and MRI are important in diagnosing spine injury, but given the differences between AS and DISH, the utility of obtaining both studies in all patients warrants scrutiny. PURPOSE To assess the prevalence of posterior element injury on CT and MRI in DISH and AS patients with known vertebral body injury detected on CT; to determine whether MRI demonstrates additional injuries in neurologically intact patients presumed to have isolated vertebral body injuries on CT. STUDY DESIGN Multicenter, retrospective, case-control study. PATIENT SAMPLE DISH and AS patients presenting after spine trauma between 2007 and 2017. OUTCOME MEASURES Review of CT and MRI findings at the time of presentation. METHODS One hundred sixty DISH and 85 AS patients presenting after spine trauma were identified from 2 affiliated academic hospitals serving as level 1 trauma and tertiary referral centers. A diagnosis of DISH or AS was verified by a board-certified emergency radiologist with 3 years of experience. Age, gender, mechanism of injury, fracture type, spine CT and MRI imaging findings, surgical intervention, and neurologic deficit were recorded. The CT and MRI studies were reviewed by the same radiologist for fracture location and type using the AO spine classification. No funding source or conflict of interest was present. RESULTS Median age was 72 and 79 years old for the AS and DISH groups, respectively. Both were predominantly male (81%) and most presented after a low energy mechanism of injury (74% and 73%). Type C AO spine injuries were seen in 52% of AS patients but only 4% of DISH patients. In patients with known vertebral body injury on CT, additional injury to the posterior elements on CT or MRI in DISH patients was 51% versus 92% in AS patients. However, in patients with an isolated vertebral body fracture on CT and no neurological deficit, MRI identified posterior element injury in only 4/22 (18%) DISH patients compared to 5 of 7 (71%) AS patients. None of the MRI findings in the DISH patients were considered clinically important while all 5 AS patients eventually underwent operative treatment despite having no neurological deficit. Epidural hematoma on MRI was seen in 43% of AS patients as opposed to 5% of DISH patients. CONCLUSION Based on our small sample size, CT alone may be adequate in DISH patients with isolated vertebral body fractures and no neurologic deficit, but an additional MRI should be considered in the presence of an unclear neurological exam or deficit. MRI should be strongly considered for any AS patient regardless of neurologic status.
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- 2021
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23. Impact of MRI to clear the cervical spine after a negative CT for suspected spine trauma
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Mitchel B. Harris, Aryan Jalilvand, Christopher W. Baugh, George C. Velmahos, Andrew J. Schoenfeld, and Bharti Khurana
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medicine.medical_specialty ,Neck pain ,Cost effectiveness ,business.industry ,030208 emergency & critical care medicine ,Cervical spine ,Spine trauma ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Cohort ,Emergency Medicine ,medicine ,Radiology, Nuclear Medicine and imaging ,Spine injury ,Cervical collar ,Radiology ,Presentation (obstetrics) ,medicine.symptom ,business - Abstract
To describe the clinical presentation of trauma patients receiving a negative cervical spine MRI (CSMRI) after cervical spine CT (CSCT) without acute findings and calculate the associated costs. Our cohort consisted of 55 retrospectively reviewed consecutive trauma patients with CSMRI performed between October 2016 and March 2020, who had negative CSCT within 7 days of CSMRI and no other clinically significant injuries. Our outcome was the cost related to CSMRI, estimated by CSMRI charges and the charges related to additional hours of prolonged hospital stay from CT until MRI. The most common presenting mechanisms of injury were fall from standing (20/55, 36%), followed by motor vehicle accident (18, 33%). Indications for CSMRI included persistent neck pain (32/55, 58%), followed by recommendation from the radiologist (12, 22%), and neurological symptoms concerning for spine injury (9, 16%). An average of 11.2 h (median: 8.5, range: 0.2–25.4 h) passed from CSCT to CSMRI. Fifty-four (98%) of the CSMRI exams were completed within 24 h of the CSCT. The Medicare reimbursement for non-contrast CSMRI is $309 with the average cost for waiting in ED observation of $907. The total cost of CSMRI and associated wait time ranged from $325 to $2366 with an average of $1216 per patient. The cost of negative CSMRI following a negative CSCT for cervical spine clearance in trauma patients without other significant injury is substantial. The length of time that trauma patients remain in observation in the cervical collar prior to the finalized MRI exam is not only distressing to the patient but also adds costs to health care systems in both time and resources.
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- 2021
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24. Assault related injury visits in US emergency departments: An analysis by weekday, month and weekday-by-month
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Bharti Khurana, Jaya Prakash, and Randall T. Loder
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Physiology ,Physiology (medical) ,Sex Offenses ,Prospective Studies ,Emergency Service, Hospital ,Circadian Rhythm ,Retrospective Studies - Abstract
This study investigated the temporal variation (month and day) in assault-related injuries presenting to the US Emergency Departments (ED). An IRB exempt, retrospective review of prospectively collected data was performed using the National Electronic Injury Surveillance System Database from 2005 to 2017 for six categories of assault-related injuries-altercation, sexual assault, robbery, intimate partner violence (IPV), other specified assaults and unknown assault types. National estimates of injuries and associated variables were obtained using SUDAAN software, followed by cosinor analyses for the variation of month and weekday of injury. Three-dimensional topographic representations for weekday-by-month analyses were also created. Over this 13-year time span, there were more than 21 million injury visits due to assault, accounting for 6.57% of all ED visits. While there was no change in the incidence of total number of assaults over the study period, there was a significant increase in the annual percentage incidence of IPV (1.17%; p = .0094) and robbery (2.56%; p = .0001). Cosinor analyses demonstrated a mid-summer peak for all assault types except for robberies (late summer). All assault types showed a weekend peak (late Saturday or early Sunday). Topographical contours exhibited a peak in July and August on early Sunday for all assaults, however the month varied by the type of assault, with weekend peaks in the spring and winter for IPV. This information can be used in prospective resource planning for management and prevention strategies.
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- 2022
25. Upper extremity injuries in the victims of intimate partner violence
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Hye Sun Park, Steven E. Seltzer, Rahul Gujrathi, George S.M. Dyer, Giles W. Boland, Paul Tornetta, Kathryn M. Rexrode, Jordan Lebovic, Richard Thomas, Najmo Hassan, Mitchel B. Harris, Babina Gosangi, and Bharti Khurana
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Adult ,Male ,medicine.medical_specialty ,Upper extremity ,Intimate Partner Violence ,Abuse ,030218 nuclear medicine & medical imaging ,Domestic violence ,03 medical and health sciences ,Fractures, Bone ,Young Adult ,0302 clinical medicine ,Medicine ,Humans ,Mass Screening ,Radiology, Nuclear Medicine and imaging ,In patient ,Finger Fracture ,medicine.diagnostic_test ,business.industry ,Medical record ,Interventional radiology ,General Medicine ,Middle Aged ,Numerical digit ,030220 oncology & carcinogenesis ,Radiological weapon ,Musculoskeletal ,Cohort ,Physical therapy ,Female ,Radiology ,business - Abstract
To recognize most common patterns of upper extremity (UE) injuries in victims of Intimate Partner Violence (IPV). Radiological review of 308 patients who reported physical IPV at our institution from January 2013 to June 2018, identified 55 patients with 88 unique UE injuries. Demographic data and injury patterns and associations were collected from the electronic medical records. The cohort included 49 females and 6 males (age 19–63, mean 38). At the time of injury, IPV was reported in 15/88 (17%) and IPV screening was documented for 22/88 (25%) injuries. There were 46 fractures, 8 dislocations or subluxations, and 34 isolated soft tissue injuries, most commonly involving the hand (56/88). Fractures most commonly involved the fingers (21/46, 46%) and the 5th digit (8/27, 30%). Medial UE fractures (5th digit, 4th digit) constituted 44% of hand and finger fractures (12/27) and 26% of all fractures (12/46). Comminuted and displaced fractures were rare (8/46, 17%). Head and face injuries were the most common concomitant injuries (9/22, 41%) and subsequent injuries (21/61, 35%). Of 12 patients with recurrent UE injuries, 6 had recurrent injuries of the same hand. Five of 6 non-acute fractures (83%) were of the hand. Hand and finger injuries are the most common UE injuries in patients with IPV, with finger being the most common site and medial hand the most common region of fracture. Repeated injuries involving the same site and a combination of medial hand and head or face injuries could indicate IPV. • Upper extremity injuries in victims of intimate partner violence are most commonly seen in the hand and fingers. • Fingers are the most common site of fracture and the medial hand is the most common region of fracture in the upper extremity in victims of intimate partner violence. • In intimate partner violence victims with upper extremity injuries, concomitant injuries and subsequent injuries are most commonly seen in the head and neck region.
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- 2021
26. Exacerbation of Physical Intimate Partner Violence during COVID-19 Pandemic
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Bharti Khurana, Steven E. Seltzer, Mitchel B. Harris, Giles W. Boland, Rahul Gujrathi, Meghan L McDonald, Marta Chadwick Balcom, Dennis P. Orgill, Kathryn M. Rexrode, Babina Gosangi, Camden P. Bay, Ali S. Raja, Hye Sun Park, and Richard Thomas
- Subjects
Adult ,Male ,medicine.medical_specialty ,education ,Intimate Partner Violence ,Poison control ,Occupational safety and health ,030218 nuclear medicine & medical imaging ,Young Adult ,03 medical and health sciences ,Injury Severity Score ,0302 clinical medicine ,Injury prevention ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Young adult ,Retrospective Studies ,Original Research ,Emergency Radiology ,business.industry ,Incidence ,Public health ,Incidence (epidemiology) ,COVID-19 ,social sciences ,Middle Aged ,United States ,Physical abuse ,030220 oncology & carcinogenesis ,Wounds and Injuries ,Domestic violence ,Female ,business ,Demography - Abstract
Background Intimate partner violence (IPV) is a global social and public health problem, but published literature regarding the exacerbation of physical IPV during the coronavirus disease 2019 (COVID-19) pandemic is lacking. Purpose To assess the incidence, patterns, and severity of injuries in IPV victims during the COVID-19 pandemic in 2020 compared with the prior 3 years. Materials and Methods The demographics, clinical presentation, injuries, and radiologic findings of patients reporting physical abuse arising from IPV during the statewide COVID-19 pandemic between March 11 and May 3, 2020, were compared with data from the same period for the past 3 years. Pearson χ2 and Fisher exact tests were used for analysis. Results A total of 26 victims of physical IPV from 2020 (mean age, 37 years ± 13 [standard deviation]; 25 women) were evaluated and compared with 42 victims of physical IPV (mean age, 41 years ± 15; 40 women) from 2017 to 2019. Although the overall number of patients who reported IPV decreased during the pandemic, the incidence of physical IPV was 1.8 times greater (95% CI: 1.1, 3.0; P = .01). The total number of deep injuries was 28 during 2020 versus 16 from 2017 to 2019; the number of deep injuries per victim was 1.1 during 2020 compared with 0.4 from 2017 to 2019 (P < .001). The incidence of high-risk abuse defined by mechanism was two times greater in 2020 (95% CI: 1.2, 4.7; P = .01). Patients who experienced IPV during the COVID-19 pandemic were more likely to be White; 17 (65%) victims in 2020 were White compared with 11 (26%) in the prior years (P = .007). Conclusion There was a higher incidence and severity of physical intimate partner violence (IPV) during the coronavirus disease 2019 (COVID-19) pandemic compared with the prior 3 years. These results suggest that victims of IPV delayed reaching out to health care services until the late stages of the abuse cycle during the COVID-19 pandemic. © RSNA, 2020.
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- 2021
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27. Clinical utility of a focused hip MRI for assessing suspected hip fracture in the emergency department
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Ellen X. Sun, Michael J. Weaver, Bharti Khurana, Mitchel B. Harris, Vera Kimbrell, and Jacob C. Mandell
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Hip fracture ,medicine.medical_specialty ,Greater trochanter ,business.industry ,030208 emergency & critical care medicine ,medicine.disease ,Sacrum ,Occult ,Ischial tuberosity ,030218 nuclear medicine & medical imaging ,Tendon ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Emergency Medicine ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,business ,Superior pubic ramus ,Hamstring - Abstract
A focused hip MRI (FHMR) for the detection of radiographically occult hip fractures was implemented in our emergency department (ED) in 2013. The goal of this study was to assess the clinical utility of this protocol. We retrospectively reviewed radiology reports of 262 unique patients who underwent 263 FHMR (coronal T1, coronal STIR, axial T2 fat saturated) for suspected hip fracture in the ED from October 2013 to March 2020. Electronic medical records were reviewed for the ED course, follow-up imaging, and clinical management within 90 days. Seventy-one patients had one or more fractures identified by FHMR: one-third had proximal femoral fractures; two-third had pelvic fractures. Of these 71 patients, 53 (74%) had radiographically occult fractures, including 14 (20%) with occult proximal femoral fractures; 4 patients had fractures occult on CT. Nineteen patients with a suspected fracture on radiography were found to have no fracture on FHMR. Four fractures not reported on FHMR were later seen on follow-up imaging: these included 1 isolated greater trochanter, 1 additional ischial tuberosity, 1 additional superior pubic ramus, and 1 additional sacrum. All four fractures were treated non-operatively. Muscle/tendon injury was the most common type of injury, seen in 50% (130/262) patients with the most commonly torn tendons being the hamstring (44%; 15/34) followed by gluteus medius tendon (18%; 6/34). A full-hip or pelvis MRI was done after FHMR in only 5 patients, primarily for the purpose of better characterizing findings already identified on FHMR (2 for fracture, 2 for tendon injury, 1 for soft tissue metastasis). Only one of these five studies provided new information: ruling out a previously questioned fracture. Clinical management of the vast majority of patients was based solely on findings from the FHMR. FHMR offers reliable identification of radiographically occult hip fractures and muscle/tendon injuries. The protocol is well trusted in guiding patient management in our ED.
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- 2020
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28. ACR Appropriateness Criteria® Acute Trauma to the Ankle
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Stacy E. Smith, Eric Y. Chang, Alice S. Ha, Roger J. Bartolotta, Matthew Bucknor, Tushar Chandra, Karen C. Chen, Tetyana Gorbachova, Bharti Khurana, Alan K. Klitzke, Kenneth S. Lee, Pekka A. Mooar, Andrew B. Ross, Richard D. Shih, Adam D. Singer, Mihra S. Taljanovic, Jonelle M. Thomas, Katherine M. Tynus, and Mark J. Kransdorf
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Radiology, Nuclear Medicine and imaging - Published
- 2020
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29. Addressing intimate partner violence during the COVID-19 pandemic and beyond: how radiologists can make a difference
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Bharti Khurana, Andreas Gutzeit, Sonja Janssen, Simon Matoori, Rosemarie Forstner, Ann D. King, Marta Chadwick Balcom, Dow-Mu Koh, and Johannes M. Froehlich
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medicine.medical_specialty ,education ,Population ,Intimate Partner Violence ,Poison control ,Referring Physician ,Suicide prevention ,Occupational safety and health ,Domestic violence ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Radiologists ,Injury prevention ,medicine ,Humans ,Radiological Education ,Radiology, Nuclear Medicine and imaging ,Pandemics ,education.field_of_study ,SARS-CoV-2 ,business.industry ,Wounds and injuries ,COVID-19 ,social sciences ,General Medicine ,medicine.disease ,Europe ,Coronavirus ,Harm ,Radiology Nuclear Medicine and imaging ,030220 oncology & carcinogenesis ,Radiology ,Medical emergency ,business - Abstract
Faced with the COVID-19 pandemic, many countries both in Europe and across the world implemented strict stay-at-home orders. These measures helped to slow the spread of the coronavirus but also led to increased mental and physical health issues for the domestically confined population, including an increase in the occurrence of intimate partner violence (IPV) in many countries. IPV is defined as behavior that inflicts physical, psychological, or sexual harm within an intimate relationship. We believe that as radiologists, we can make a difference by being cognizant of this condition, raising an alert when appropriate and treating suspected victims with care and empathy. The aim of this Special Report is to raise awareness of IPV among radiologists and to suggest strategies by which to identify and support IPV victims. Key Points • The COVID-19 pandemic led to a marked increase in the number of intimate partner violence (IPV) cases, potentially leading to increased emergency department visits and radiological examinations. • Most IPV-related fractures affect the face, fingers, and upper trunk, and may easily be misinterpreted as routine trauma. • Radiologists should carefully review the medical history of suspicious cases, discuss the suspicion with the referring physician, and proactively engage in a private conversation with the patient, pointing to actionable resources for IPV victims.
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- 2020
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30. Nicht traumatische Rückenmarkskompression: MRT-Prinzipien für die Notaufnahme
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David S. Titelbaum, Diego B. Nunez, Bharti Khurana, Olga Laur, and Hari Nandu
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business.industry ,Spinal cord compression ,Medicine ,business ,medicine.disease ,Nuclear medicine - Published
- 2020
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31. Intimate partner violence crisis in the COVID-19 pandemic: how can radiologists make a difference?
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Andreas Gutzeit, Sonja Janssen, Orpheus Kolokythas, Johannes M. Froehlich, Marta Chadwick Balcom, Dow-Mu Koh, Simon Matoori, and Bharti Khurana
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Male ,medicine.medical_specialty ,2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,Pneumonia, Viral ,education ,Intimate Partner Violence ,behavioral disciplines and activities ,Viral infection ,030218 nuclear medicine & medical imaging ,Betacoronavirus ,03 medical and health sciences ,0302 clinical medicine ,Nursing ,Radiologists ,mental disorders ,Pandemic ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Pandemics ,SARS-CoV-2 ,business.industry ,COVID-19 ,social sciences ,General Medicine ,Mental health ,humanities ,Editorial ,Radiology Nuclear Medicine and imaging ,030220 oncology & carcinogenesis ,Domestic violence ,Female ,Support system ,Radiology ,Coronavirus Infections ,Emergency Service, Hospital ,business - Abstract
• The COVID-19 crisis resulted in a variety of physical and mental health issues beyond the viral infection itself, as indicated by an increase in domestic violence. • Radiologists should be aware of typical intimate partner violence (IPV) injury patterns, actively ask potential IPV victims about the cause of injury, and be familiar with support systems for IPV victims of their institutions. • Emergency and radiology departments should review their protocols for identifying and supporting IPV victims, and train their staff to work together to implement these measures during and beyond the COVID-19 crisis.
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- 2020
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32. ACR Appropriateness Criteria® Acute Trauma to the Foot
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Tetyana Gorbachova, Eric Y. Chang, Alice S. Ha, Behrang Amini, Scott R. Dorfman, Michael G. Fox, Bharti Khurana, Alan Klitzke, Kenneth S. Lee, Pekka A. Mooar, Kaushal H. Shah, Nehal A. Shah, Adam D. Singer, Stacy E. Smith, Mihra S. Taljanovic, Jonelle M. Thomas, and Mark J. Kransdorf
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Radiology, Nuclear Medicine and imaging - Published
- 2020
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33. ACR Appropriateness Criteria® Major Blunt Trauma
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Ali S. Raja, Expert Panel on Major Trauma Imaging, Deborah B. Diercks, Walter L. Biffl, Mark E. Lockhart, Benjamin J. Meyer, Faisal Khosa, Jeffrey Y. Shyu, Jorge A. Soto, Marc A Camacho, Ali Salim, Phyllis Glanc, Thomas Ptak, O. Clark West, Sanjeeva P. Kalva, and Bharti Khurana
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medicine.medical_specialty ,business.industry ,Major trauma ,medicine.disease ,Polytrauma ,Appropriate Use Criteria ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Blunt trauma ,Multidisciplinary approach ,030220 oncology & carcinogenesis ,medicine ,Radiology, Nuclear Medicine and imaging ,Intensive care medicine ,Grading (education) ,business ,Medical literature - Abstract
This review assesses the appropriateness of various imaging studies for adult major blunt trauma or polytrauma in the acute setting. Trauma is the leading cause of mortality for people in the United States The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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- 2020
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34. Diagnostic accuracy of pelvic radiographs for the detection of traumatic pelvic fractures in the elderly
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Yuntong Ma, Jacob C. Mandell, Tatiana Rocha, Maria ADuran Mendicuti, Michael J. Weaver, and Bharti Khurana
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Aged, 80 and over ,Male ,Radiography ,Fractures, Bone ,Sacrum ,Emergency Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Female ,Acetabulum ,Pelvic Bones ,Aged ,Retrospective Studies - Abstract
Prompt identification of traumatic pelvic fractures in the elderly is critical to guide clinical management; however, the accuracy of pelvic radiographs is often compromised by multiple factors. The purpose of this study is to examine the diagnostic accuracy of radiographs for the detection of pelvic fractures, with CT as the standard of reference.A retrospective review was performed of patients ≥ 65 years with traumatic pelvic fractures evaluated with both pelvic radiography and computed tomography (CT) from May 2016 to October 2019. Pelvic fractures were classified into fractures of the pubis, ilium, ischium, sacrum, and acetabulum. All pelvic radiographs were independently reviewed by two emergency radiologists. Original CT reports were utilized for the reference standard.177 patients were included, with a total of 555 fractures. The mean age was 81 years and 68% were female. The most common mechanism of injury was fall (62%), followed by motor vehicle accidents (18%). The most fractured bone was the pubis (314/555 fractures). Global pooled sensitivity for pelvic radiographs in detecting pelvic fractures compared to CT was 48%, with a specificity of 93%. Sensitivity for the detection of pelvic fractures is classified by the following types: pubis 61%, acetabulum 60%, ilium 41%, sacrum 20%, and ischium 17%. Eighteen patients (10%) required surgical fixation. Mortality was 8%.Pelvic radiographs have low sensitivity in detecting traumatic pelvic fractures. These radiographically occult fractures may be clinically significant as a cause of long-term pain and may require orthopedic consultation and possible surgical management.
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- 2022
35. Facial injury patterns in victims of intimate partner violence
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Rahul Gujrathi, Anji Tang, Richard Thomas, Hyesun Park, Babina Gosangi, Hanni M. Stoklosa, Annie Lewis-O’Connor, Steven E. Seltzer, Giles W. Boland, Kathryn M. Rexrode, Dennis P. Orgill, and Bharti Khurana
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Adult ,Male ,Young Adult ,Skull Fractures ,Emergency Medicine ,Humans ,Intimate Partner Violence ,Radiology, Nuclear Medicine and imaging ,Female ,Middle Aged ,Facial Injuries ,Aged ,Retrospective Studies - Abstract
To evaluate the imaging findings of facial injuries in patients reporting intimate partner violence (IPV).A retrospective review of radiology studies performed for 668 patients reporting IPV to our institution's violence prevention support program identified 96 patients with 152 facial injuries. Demographics, imaging findings, and clinical data obtained from a review of the electronic medical records (EMR) were analyzed to categorize injury patterns.The study cohort consisted of 93 women and 3 men with a mean age of 35 years (range 19-76; median 32). At the time of presentation, 57 (59.3%) patients reported IPV as the mechanism of injury. The most frequent site of injury was the midface, seen in 65 (67.7%) patients. The most common fracture sites were the nasal bones (45/152, 29.6%), followed by the mandible (17/152, 11.1%), and orbits (16/152, 10.5%). Left-sided injuries were more common (90/152; 59.2%). A vast majority of fractures (94.5%) showed minimal or no displacement. Over one-third of injuries (60/152, 39.4%) demonstrated only soft tissue swelling or hematoma without fracture. Associated injuries were seen most frequently in the upper extremity, occurring synchronously in 11 (11.4%) patients, and preceding the index facial injury in 20 (21%) patients./advances in knowledge. The midface was the most frequent location of injury in victims of intimate partner violence, and the nasal bone was the most commonly fractured facial bone. Recognizing these injury patterns can help radiologists suspect IPV and prompt them to discuss the possibility of IPV with the clinical providers.
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- 2022
36. Evaluation of Three-Dimensional Bioprinted Human Cartilage Powder Combined with Micronized Subcutaneous Adipose Tissues for the Repair of Osteochondral Defects in Beagle Dogs
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Jina Ryu, Mats Brittberg, Bomi Nam, Jinyeong Chae, Minju Kim, Yhan Colon Iban, Martin Magneli, Eiji Takahashi, Bharti Khurana, and Charles R. Bragdon
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Cartilage, Articular ,Knee Joint ,Organic Chemistry ,General Medicine ,Catalysis ,Computer Science Applications ,Inorganic Chemistry ,Dogs ,Hyaline Cartilage ,Animals ,Humans ,Femur ,Physical and Theoretical Chemistry ,Powders ,Molecular Biology ,Spectroscopy - Abstract
Cartilage lesions are difficult to repair due to low vascular distribution and may progress into osteoarthritis. Despite numerous attempts in the past, there is no proven method to regenerate hyaline cartilage. The purpose of this study was to investigate the ability to use a 3D printed biomatrix to repair a critical size femoral chondral defect using a canine weight-bearing model. The biomatrix was comprised of human costal-derived cartilage powder, micronized adipose tissue, and fibrin glue. Bilateral femoral condyle defects were treated on 12 mature beagles staged 12 weeks apart. Four groups, one control and three experimental, were used. Animals were euthanized at 32 weeks to collect samples. Significant differences between control and experimental groups were found in both regeneration pattern and tissue composition. In results, we observed that the experimental group with the treatment with cartilage powder and adipose tissue alleviated the inflammatory response. Moreover, it was found that the MOCART score was higher, and cartilage repair was more organized than in the other groups, suggesting that a combination of cartilage powder and adipose tissue has the potential to repair cartilage with a similarity to normal cartilage. Microscopically, there was a well-defined cartilage-like structure in which the mid junction below the surface layer was surrounded by a matrix composed of collagen type I, II, and proteoglycans. MRI examination revealed significant reduction of the inflammation level and progression of a cartilage-like growth in the experimental group. This canine study suggests a promising new surgical treatment for cartilage lesions.
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- 2022
37. Clinical significance of 'positive' cervical spine MRI findings following a negative CT
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Bharti, Khurana, Abhishek, Keraliya, George, Velmahos, Adrian A, Maung, Christopher M, Bono, and Mitchel B, Harris
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Trauma Centers ,Spinal Injuries ,Cervical Vertebrae ,Humans ,Tomography, X-Ray Computed ,Wounds, Nonpenetrating ,Magnetic Resonance Imaging ,Retrospective Studies - Abstract
To review and analyze the clinical significance of positive acute traumatic findings seen on MRI of the cervical spine (MRCS) following a negative CT of the cervical spine (CTCS) for trauma.We performed a sub-cohort analysis of 54 patients with negative CTCS and a positive MRCS after spine trauma from the previous multicenter study of the Research Consortium of New England Centers for Trauma (ReCONECT). Both CTCS and MRCS were independently reviewed by two emergency radiologists and two spine surgeons. The surgeons also commented on the clinical significance of the traumatic findings seen on MRCS and grouped them into unstable, potentially unstable, and stable injuries.Among 35 unevaluable patients, MRCS showed one unstable (hyperextension) and two potentially unstable (hyperflexion) injuries. Subtle findings were seen on CTCS in 2 of 3 patients upon careful retrospective review that would have suggested these injuries. Of 19 patients presenting with cervicalgia, 2/5 (40%) patients with neurological deficit demonstrated clinically significant findings on MRCS with predisposing factors seen on CT. None of the 14 patients with isolated cervicalgia and no neurological deficit had clinically significant findings on their MRCS.While CTCS is adequate for clearing the cervical spine in patients with isolated cervicalgia, MRCS can play a critical role in patients with neurological deficits and normal CTCS. Clinically significant traumatic findings were seen in 8.5% of unevaluable patients on MRCS, though these injuries in fact could be identified on the CT in 2 of 3 patients upon careful retrospective review.
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- 2021
38. Diagnostic Performance of CT for Occult Proximal Femoral Fractures: A Systematic Review and Meta-Analysis
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Trenton T Kellock, Bharti Khurana, and Jacob C. Mandell
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medicine.medical_specialty ,Hip fracture ,Quality assessment ,business.industry ,General Medicine ,Femoral fracture ,Random effects model ,medicine.disease ,Occult ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Systematic review ,030220 oncology & carcinogenesis ,Meta-analysis ,medicine ,Radiology, Nuclear Medicine and imaging ,In patient ,Radiology ,business - Abstract
OBJECTIVE. The purpose of this study was to assess the diagnostic performance of CT for detection of occult proximal femoral fracture. MATERIALS AND METHODS. A systematic search adhering to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines was performed for studies of the sensitivity and specificity of CT for detection of hip fracture. Two independent investigators extracted data and assessed the quality of each study using the revised Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2). A qualitative systematic review and quantitative meta-analysis were performed. A Bayesian bivariate random effects meta-analysis model with integrated nested Laplace approximation was used to estimate sensitivity and specificity. RESULTS. Thirteen heterogeneously reported studies were assessed that included 1248 patients (496 with a hip fracture and 752 without) with MRI or clinical follow-up as the reference standard. There were 50 false-negative examinations. The summary estimate of sensitivity was 94% and of specificity was 100%. CONCLUSION. CT can be considered a reasonable choice when occult proximal femoral fracture is suspected clinically in patients for whom MRI is contraindicated or not readily available. However, for patients with ongoing clinical concern about hip fracture despite normal CT findings, MRI should be performed.
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- 2019
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39. Making the ‘invisible’ visible: transforming the detection of intimate partner violence
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Isaac S. Kohane, Steven E. Seltzer, Giles W. Boland, and Bharti Khurana
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Adult ,Male ,Risk ,medicine.medical_specialty ,Adolescent ,media_common.quotation_subject ,Intimate Partner Violence ,Shame ,03 medical and health sciences ,0302 clinical medicine ,Artificial Intelligence ,Intervention (counseling) ,Prevalence ,medicine ,Electronic Health Records ,Humans ,Diagnosis, Computer-Assisted ,030212 general & internal medicine ,Psychiatry ,Socioeconomic status ,Probability ,Reproductive health ,media_common ,Sexual violence ,business.industry ,030503 health policy & services ,Health Policy ,Public health ,Middle Aged ,Mental health ,Wounds and Injuries ,Domestic violence ,Female ,Radiology ,0305 other medical science ,business - Abstract
On 25 November 2018, the United Nations chillingly reported that the most dangerous place for women is inside their own homes. Each year more than half of female homicides are committed by current or former intimate partners or family members.1 Intimate partner violence (IPV), within the domestic violence spectrum, is defined as physical, sexual or emotional violence between partners or former partners.2 It is a serious public health concern with millions of people experiencing violence at the hands of an intimate partner. WHO recognizes IPV as a global issue, prevalent at epidemic proportions in every society, socioeconomic and educational group. According to the National Intimate Partner and Sexual Violence Survey, one in four women and one in nine men in USA have reported severe form of physical violence by an intimate partner during their lifetime.3 Despite the high prevalence and urgency of this critical public health issue, IPV continues to be profoundly underdiagnosed and is considered a persistent hidden epidemic. In addition to physical injuries, IPV has both short-term and long-term negative health consequences including asthma, irritable bowel syndrome, diabetes, poor reproductive health, chronic pain syndrome and mental health problems.4 With victims of IPV seeking medical care more often, healthcare providers can play a vital role in reducing the devastating impact of IPV by representing a trusting source of divulging abuse. The major obstacle to its early detection and intervention is victim under-reporting of physical violence to healthcare providers. Screening for IPV can be an effective tool for detecting and preventing future violence. However, several barriers limit the use and success of these screening programs. Due to shame, privacy, economic dependency, fear of retaliation, legal factors or lack of trust of providers, a patient may not self-report and even fabricate the history of her injury.5 …
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- 2019
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40. Nontraumatic Spinal Cord Compression: MRI Primer for Emergency Department Radiologists
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Bharti Khurana, Diego B. Nunez, Olga Laur, David S. Titelbaum, and Hari Nandu
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Adult ,Male ,medicine.medical_specialty ,Cord ,Neuroimaging ,030218 nuclear medicine & medical imaging ,law.invention ,Diagnosis, Differential ,Intramedullary rod ,Young Adult ,03 medical and health sciences ,Myelopathy ,0302 clinical medicine ,law ,Spinal cord compression ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Spinal canal ,Spinal cord injury ,Aged ,Aged, 80 and over ,business.industry ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Female ,Thecal sac ,Radiology ,Emergencies ,Differential diagnosis ,Emergency Service, Hospital ,business ,Spinal Cord Compression - Abstract
The occurrence of acute myelopathy in a nontrauma setting constitutes a medical emergency for which spinal MRI is frequently ordered as the first step in the patient's workup. The emergency department radiologist should be familiar with the common differential diagnoses of acute myelopathy and be able to differentiate compressive from noncompressive causes. The degree of spinal cord compression and presence of an intramedullary T2-hyperintense signal suggestive of an acute cord edema are critical findings for subsequent urgent care such as surgical decompression. Importantly, a delay in diagnosis may lead to permanent disability. In the spinal canal, compressive myelopathy can be localized to the epidural, intradural extramedullary, or intramedullary anatomic spaces. Effacement of the epidural fat and the lesion's relation to the thecal sac help to distinguish an epidural lesion from an intradural lesion. Noncompressive myelopathy manifests as an intramedullary T2-hyperintense signal without an underlying mass and has a wide range of vascular, metabolic, inflammatory, infectious, and demyelinating causes with seemingly overlapping imaging appearances. The differential diagnosis can be refined by considering the location of the abnormal signal intensity within the cord, the longitudinal extent of the disease, and the clinical history and laboratory findings. Use of a compartmental spinal MRI approach in patients with suspected nontraumatic spinal cord injury helps to localize the abnormality to an epidural, intradural extramedullary, or intramedullary space, and when combined with clinical and laboratory findings, aids in refining the diagnosis and determining the appropriate surgical or nonsurgical management.Online supplemental material is available for this article.©RSNA, 2019.
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- 2019
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41. ACR Appropriateness Criteria® Acute Hand and Wrist Trauma
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Maha Torabi, Expert Panel on Musculoskeletal Imaging, Alan K. Klitzke, Jennifer L. Pierce, Francesca D. Beaman, Eric A. Walker, Jennifer K. Bussell, Kambiz Motamedi, R. Carter Cassidy, Leon Lenchik, Bharti Khurana, Daniel E. Wessell, Akash Sharma, Mark J. Kransdorf, Gregory J. Czuczman, and Jennifer L. Demertzis
- Subjects
medicine.medical_specialty ,business.industry ,Radiography ,Emergency department ,Wrist ,Appropriate Use Criteria ,Appropriateness criteria ,medicine.anatomical_structure ,Medicine ,Radiology, Nuclear Medicine and imaging ,Guideline development ,Medical physics ,business ,Medical literature - Abstract
Hand and wrist injuries are common reasons for musculoskeletal-related emergency department visits. Imaging is essential for evaluating many of these injuries. In most cases, conventional radiographs provide sufficient information to guide the treating clinician. This review focuses on seven common variants to guide diagnosis of hand and wrist injuries. In addition to radiographs, appropriate use of CT, MRI, bone scan, and ultrasound are discussed. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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- 2019
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42. ACR Appropriateness Criteria® Acute Hip Pain-Suspected Fracture
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Andrew B. Ross, Kenneth S. Lee, Eric Y. Chang, Behrang Amini, Jennifer K. Bussell, Tetyana Gorbachova, Alice S. Ha, Bharti Khurana, Alan Klitzke, Pekka A. Mooar, Nehal A. Shah, Adam D. Singer, Stacy E. Smith, Mihra S. Taljanovic, and Mark J. Kransdorf
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Radiology, Nuclear Medicine and imaging - Published
- 2019
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43. Is focused magnetic resonance imaging adequate for treatment decision making in acute traumatic thoracic and lumbar spine fractures seen on whole spine computed tomography?
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Jay M. Zampini, Mitchel B. Harris, Christopher M. Bono, Hamdi Jimale, Charles H. Cho, Bharti Khurana, S. Mohammed Karim, and Aaron D. Sodickson
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Adult ,Male ,medicine.medical_specialty ,Cord ,Clinical Decision-Making ,Thoracic Vertebrae ,03 medical and health sciences ,0302 clinical medicine ,Epidural hematoma ,Edema ,medicine ,Humans ,Orthopedics and Sports Medicine ,Clinical significance ,030222 orthopedics ,Lumbar Vertebrae ,medicine.diagnostic_test ,business.industry ,Magnetic resonance imaging ,Emergency department ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Radiological weapon ,Spinal Fractures ,Female ,Surgery ,Neurology (clinical) ,Radiology ,Abnormality ,medicine.symptom ,Tomography, X-Ray Computed ,business ,030217 neurology & neurosurgery - Abstract
PURPOSE To assess whether a focused magnetic resonance imaging (MRI) limited to the region of known acute traumatic thoracic or lumbar fracture(s) would miss any clinically significant injuries that would change patient management. STUDY DESIGN/SETTING A multicenter retrospective clinical study. PATIENT SAMPLE Adult patients with acute traumatic thoracic and/or lumbar spine fracture(s). OUTCOME MEASURES Pathology identified on MRI (ligamentous disruption, epidural hematoma, and cord contusion), outside of the focused zone, an alteration in patient management, including surgical and nonsurgical, as a result of the identified pathology outside the focused zone. METHODS Records were reviewed for all adult trauma patients who presented to the emergency department between 2008 and 2016 with one or more fracture(s) of the thoracic and/or lumbar spine identified on computed tomography (CT) and who underwent MRI of the entire thoracic and lumbar spine within 10 days. Exclusion criteria were patients with >4 fractured levels, pathologic fractures, isolated transverse, and/or spinous process fractures, prior vertebral augmentation, and prior thoracic or lumbar spine instrumentation. Patients with neurologic deficits or cervical spine fractures were also included. MRIs were reviewed independently by one spine surgeon and one musculoskeletal fellowship-trained emergency radiologist for posterior ligamentous complex (PLC) integrity, vertebral injury, epidural hematoma, and cord contusion. The surgeon also commented on the clinical significance of the pathology identified outside the focused zone. All cases in which pathology was identified outside of the focused zone (three levels above and below the fractures) were independently reviewed by a second spine surgeon to determine whether the pathology was clinically significant and would alter the treatment plan. RESULTS In total, 126 patients with 216 fractures identified on CT were included, with a median age of 49 years. There were 81 males (64%). Sixty-two (49%) patients had isolated thoracolumbar junction injuries and 36 (29%) had injuries limited to a single fractured level. Forty-seven (37%) patients were managed operatively. PLC injury was identified by both readers in 36 (29%) patients with a percent agreement of 96% and κ coefficient of 0.91 (95% CI 0.87–0.95). Both readers independently agreed that there was no pathology identified on the complete thoracic and lumbar spine MRIs outside the focused zone in 107 (85%) patients. Injury outside the focused zone was identified by at least one reader in 19 (15%) patients. None of the readers identified PLC injury, cord edema, or noncontiguous epidural hematoma outside the focused zone. Percent agreement for outside pathology between the two readers was 92% with a κ coefficient of 0.60 (95% CI 0.48–0.72). The two spine surgeons independently agreed that none of the identified pathology outside of the focused zone altered management. CONCLUSIONS A focused MRI protocol of three levels above and below known thoracolumbar spine fractures would have missed radiological abnormality in 15% of patients. However, the pathology, such as vertebral body edema not appreciated on CT, was not clinically significant and did not alter patient care. Based on these findings, the investigators conclude that a focused protocol would decrease the imaging time while providing the information of the injured segment with minimal risk of missing any clinically significant injuries.
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- 2019
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44. Longitudinal imaging history in early identification of intimate partner violence
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Hyesun, Park, Rahul, Gujrathi, Babina, Gosangi, Richard, Thomas, Tianxi, Cai, Irene, Chen, Camden, Bay, Najmo, Hassan, Giles, Boland, Isaac, Kohane, Steven, Seltzer, Kathryn, Rexrode, and Bharti, Khurana
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Diagnostic Imaging ,Fractures, Bone ,Radiologists ,Humans ,Intimate Partner Violence - Abstract
To describe the imaging findings of intimate partner violence (IPV)-related injury and to evaluate the role of longitudinal imaging review in detecting IPV.Radiology studies were reviewed in chronological order and IPV-related injuries were recorded among 400 victims of any type of abuse (group 1) and 288 of physical abuse (group 2) from January 2013 to June 2018. The likelihood of IPV was assessed as low/moderate/high based on the review of (1) current and prior anatomically related studies only and (2) longitudinal imaging history consisting of all prior studies. The first radiological study date with moderate/high suspicion was compared to the self-reported date by the victim.A total of 135 victims (33.8%) in group 1 and 144 victims (50%) in group 2 demonstrated IPV-related injuries. Musculoskeletal injury was most common (58.2% and 44.5% in groups 1 and 2, respectively; most commonly lower/upper extremity fractures), followed by neurologic injury (20.9% and 32.9% in groups 1 and 2, respectively; most commonly facial injury). With longitudinal imaging history, radiologists were able to identify IPV in 31% of group 1 and 46.5% of group 2 patients. Amongst these patients, earlier identification by radiologists was provided compared to the self-reported date in 62.3% of group 1 (median, 64 months) and in 52.6% of group 2 (median, 69.3 months).Musculoskeletal and neurological injuries were the most common IPV-related injuries. Knowledge of common injuries and longitudinal imaging history may help IPV identification when victims are not forthcoming.• Musculoskeletal injuries were the most common type of IPV-related injury, followed by neurological injuries. • With longitudinal imaging history, radiologists were able to better raise the suspicion of IPV compared to the selective review of anatomically related studies only. • With longitudinal imaging history, radiologists were able to identify IPV earlier than the self-reported date by a median of 64 months in any type of abuse, and a median of 69.3 months in physical abuse.
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- 2021
45. Recognizing Isolated Ulnar Fractures as Potential Markers for Intimate Partner Violence
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Rahul Gujrathi, Giles W. Boland, Abhishek R. Keraliya, Camden P. Bay, Irene Y. Chen, Bharti Khurana, Steven E. Seltzer, Paul Tornetta, Mitchel B. Harris, George S.M. Dyer, and David Sing
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Adult ,Pediatrics ,medicine.medical_specialty ,education ,Intimate Partner Violence ,behavioral disciplines and activities ,Three level ,030218 nuclear medicine & medical imaging ,Cohort Studies ,03 medical and health sciences ,Fractures, Bone ,0302 clinical medicine ,Chart review ,mental disorders ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Retrospective Studies ,business.industry ,Incidence (epidemiology) ,social sciences ,Emergency department ,Imaging analysis ,030220 oncology & carcinogenesis ,Cohort ,Etiology ,population characteristics ,Domestic violence ,Female ,business ,Emergency Service, Hospital - Abstract
This study aimed to assess the incidence of intimate partner violence (IPV) in women with isolated ulnar fractures and compare the injury characteristics in victims of IPV with those who sustained the same fractures due to other causes.Electronic health records from three level I trauma centers were queried to identify a cohort of women, aged 18 to 50, sustaining isolated ulnar fractures from 2005 to 2019. Radiographs were reviewed for fracture location, comminution, and displacement. Demographic data, number of visits to the emergency department, and documentation of IPV were also collected. Patients were stratified into four groups based on clinical chart review: confirmed IPV, possible IPV, not suspected for IPV, and not IPV. Historical imaging analysis for IPV prediction was also performed.There were 62 patients, with a mean age of 31 years (IPV: 12 confirmed, 8 possible, 8 suspected not IPV, 34 confirmed not IPV). Comparative analysis with and without suspected cases demonstrated IPV to be associated with nondisplaced fractures (95% versus 43%; P.001 and 91% versus 44%; P = .012). Confirmed cases were also associated with homelessness (46% versus 0%; P .001), and the number of documented emergency department visits (median 7.0; interquartile range 2.0-12.8 versus 1.0; interquartile range 1.0-2.0; P.001). Formal documentation of IPV evaluation was completed in only 14 of 62 (22.5%) patients. Historical imaging analysis predicted IPV in 8 of 12 (75%) confirmed IPV cases.Up to one-third of adult women sustaining isolated ulnar fractures may be the victims of IPV. Lack of displacement on radiographs, frequent emergency department visits, and homelessness would favor IPV etiology.
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- 2021
46. Traumatic cervical spine fracture patterns on CT: a retrospective analysis at a level 1 trauma center
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Anji Tang, Sujay Kakarmath, Christopher P. Bridge, Bharti Khurana, Mitchel B. Harris, Jayashri Pawar, and Ryan King
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Facet (geometry) ,medicine.medical_specialty ,business.industry ,Trauma center ,030208 emergency & critical care medicine ,Posterior arch ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Cervical spine fracture ,0302 clinical medicine ,Trauma Centers ,Emergency Medicine ,Retrospective analysis ,Fracture (geology) ,medicine ,Cervical Vertebrae ,Humans ,Spinal Fractures ,Radiology, Nuclear Medicine and imaging ,Radiology ,Anatomic Location ,CT Cervical spine ,business ,Tomography, X-Ray Computed ,Retrospective Studies - Abstract
The purpose of our study was to determine common acute traumatic cervical spine fracture patterns on CT cervical spine (CTCS). We retrospectively reviewed 1091 CTCS positive for traumatic fractures performed over a 10-year period at a level 1 trauma center. Fractures were classified by vertebral level, laterality, and anatomic location (anterior/posterior arch, body, odontoid, pedicle, facet, lateral mass, lamina, spinous process, transverse foramina, and transverse processes). C2 was the most commonly fractured vertebra (38% of all studies), followed by C7 (32.4%). 48.7% of studies had upper cervical spine (C1 and/or C2) fractures. 39.7% of positive studies involved > 1 vertebral level. Conditioned on fractures at one cervical level, the probability of fracture was greatest at adjacent levels with a 50% chance of sustaining a C7 fracture with C6 fracture. However, 31.3% (136) of studies with multi-level fractures had non-contiguous fractures. The most common isolated vertebral process fracture was of the transverse process, seen in 89 (8.2%) studies at a single level, 27 (2.5%) studies at multiple levels. Subaxial spine vertebral process fractures outnumbered body fractures with progressive dominance of vertebral process fracture down the spine. C2 was the most commonly fractured vertebral level. Multi-level traumatic cervical spine fractures constituted 40% of our cohort, most commonly at C6/C7 and C1/C2. Although the conditional probability of concurrent fracture in studies with multi-level fractures was greatest in contiguous levels, nearly one-third of multi-level fractures involved non-contiguous fractures.
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- 2021
47. Automated processing of social media content for radiologists: applied deep learning to radiological content on twitter during COVID-19 pandemic
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Rohan Chopra, Shikhar Khurana, and Bharti Khurana
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Image classification ,Twitter ,Pneumonia, Viral ,computer.software_genre ,Convolutional neural network ,Social media ,Deep Learning ,Classifier (linguistics) ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Pandemics ,Contextual image classification ,business.industry ,SARS-CoV-2 ,Deep learning ,COVID-19 ,Metadata ,Radiology Nuclear Medicine and imaging ,Test set ,Radiological weapon ,Emergency Medicine ,Original Article ,Artificial intelligence ,business ,computer ,Natural language processing ,CNN ,Software - Abstract
Purpose The purpose of this study was to develop an automated process to analyze multimedia content on Twitter during the COVID-19 outbreak and classify content for radiological significance using deep learning (DL). Materials and methods Using Twitter search features, all tweets containing keywords from both “radiology” and “COVID-19” were collected for the period January 01, 2020 up to April 24, 2020. The resulting dataset comprised of 8354 tweets. Images were classified as (i) images with text (ii) radiological content (e.g., CT scan snapshots, X-ray images), and (iii) non-medical content like personal images or memes. We trained our deep learning model using Convolutional Neural Networks (CNN) on training dataset of 1040 labeled images drawn from all three classes. We then trained another DL classifier for segmenting images into categories based on human anatomy. All software used is open-source and adapted for this research. The diagnostic performance of the algorithm was assessed by comparing results on a test set of 1885 images. Results Our analysis shows that in COVID-19 related tweets on radiology, nearly 32% had textual images, another 24% had radiological content, and 44% were not of radiological significance. Our results indicated a 92% accuracy in classifying images originally labeled as chest X-ray or chest CT and a nearly 99% accurate classification of images containing medically relevant text. With larger training dataset and algorithmic tweaks, the accuracy can be further improved. Conclusion Applying DL on rich textual images and other metadata in tweets we can process and classify content for radiological significance in real time. Supplementary Information The online version contains supplementary material available at 10.1007/s10140-020-01885-z.
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- 2021
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48. The Plastic Surgeon’s Role in the COVID-19 Crisis: Regarding Domestic Violence
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Dennis P. Orgill, Olivia Abbate Ford, Indranil Sinha, Matthew J. Carty, and Bharti Khurana
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medicine.medical_specialty ,2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,intimate partner violence ,education ,030204 cardiovascular system & hematology ,craniofacial ,behavioral disciplines and activities ,03 medical and health sciences ,0302 clinical medicine ,Pandemic ,mental disorders ,medicine ,Upper extremity injury ,domestic violence ,business.industry ,General Engineering ,Plastic Surgery ,social sciences ,medicine.disease ,Plastic surgery ,Physical abuse ,trauma ,Domestic violence ,population characteristics ,Surgical education ,Medical emergency ,Public Health ,hand ,business ,030217 neurology & neurosurgery - Abstract
Pandemics are associated with increased rates of intimate partner violence (IPV). IPV-related physical abuse is most commonly inflicted through craniofacial assault and upper extremity injury. Plastic surgeons are frequently consulted for recommendations in the management of head-and-neck and hand trauma, thereby are uniquely positioned to encounter patients who have experienced IPV. However, IPV training is not routinely offered in surgical education. We provide a review of the increasing prevalence of IPV during the COVID-19 pandemic and its pertinence to plastic surgery consultation in the emergency room. This article aims to increase providers' confidence in recognizing IPV-suspicious injuries and propose an educational, interactive tool for discussing IPV with patients.
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- 2021
49. Imaging patterns of lower extremity injuries in victims of intimate partner violence (IPV)
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Hye Sun Park, Rahul Gujrathi, Jordan Lebovic, Bharti Khurana, Richard Thomas, Babina Gosangi, Mitchel B. Harris, and Paul Tornetta
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medicine.medical_specialty ,Intimate Partner Violence ,Demographic data ,030218 nuclear medicine & medical imaging ,Craniofacial Injuries ,03 medical and health sciences ,Fractures, Bone ,0302 clinical medicine ,Radiologists ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Retrospective Studies ,business.industry ,Soft tissue ,030208 emergency & critical care medicine ,medicine.anatomical_structure ,Lower Extremity ,Radiological weapon ,Emergency Medicine ,Physical therapy ,Domestic violence ,Female ,Ankle ,business ,Foot (unit) - Abstract
To describe the pattern and distribution of lower extremity injuries in victims of intimate partner violence (IPV). A retrospective radiological review of 688 patients reporting IPV to our institution’s violence intervention and prevention program between January 2013 and June 2018 identified 88 patients with 154 lower extremity injuries. All lower extremity injuries visible on radiological studies were analyzed. Concomitant, recurrent, and associated injuries were also collected, in addition to the demographic data. The injuries consisted of 103 fractures, 46 soft tissue injuries, and 5 dislocations. The foot was the most common site of injury representing 39% (60/154) of total injuries, 48% (49/103) of fractures, 17% (8/46) of soft tissue injuries, and 3 dislocations. The ankle was the second most common site of injury representing 30% (47/154) of total injuries, 20% (21/103) of fractures, and 57% (26/46) of soft tissue injuries. Recurrent injuries of the lower extremity were seen in 30% (26/88) of victims who had 74 recurrent injuries. The most common sites of recurrent injury were the foot and ankle, representing 72% (53/74) of recurrent injuries. Recurrent injuries of the foot and ankle, synchronous craniofacial injuries, and upper extremity injuries in young women (
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- 2020
50. Radiological and clinical features of traumatic atlanto-occipital dislocation
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Sujay Kakarmath, Daniel G. Tobert, Anji Tang, Mitchel B. Harris, and Bharti Khurana
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Adult ,medicine.medical_specialty ,medicine.medical_treatment ,Joint Dislocations ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Medicine ,Intubation ,Humans ,Radiology, Nuclear Medicine and imaging ,Fixation (histology) ,Retrospective Studies ,medicine.diagnostic_test ,business.industry ,Major trauma ,Medical record ,Glasgow Coma Scale ,030208 emergency & critical care medicine ,Occiput ,medicine.disease ,Radiography ,medicine.anatomical_structure ,Atlanto-Occipital Joint ,Radiological weapon ,Angiography ,Emergency Medicine ,Cervical Vertebrae ,Radiology ,business - Abstract
We aimed to describe the findings of traumatic atlanto-occipital dislocation (AOD) on cervical spine CTs and differences leading to varying treatment of these patients. We retrospectively identified 20 adult patients with AOD from cervical spine CTs demonstrating fracture or fracture dislocations over 19 years at 2 major trauma centers. Medical records were reviewed and craniovertebral junction (CVJ) metrics measured on CT. Intubation, Glasgow Coma Scale (GCS), additional injuries, occiput/atlas/axis fracture, concurrent atlantoaxial subluxation, vascular injury on CT angiography, and ligamentous injury on MRI were noted. Using the Traynelis Classification, eight patients had type 2 and eight patients type 3 AOD. Four of 5 patients who died within 14 days of CT had type 2 AOD. Three patients had medial/lateral AOD. Of the patients who survived initial injuries, a greater percentage who underwent surgical or halo fixation versus non-operatively treated patients had abnormal CVJ measurements including BDI (62.5% vs 0%), atlantoaxial subluxation (75% vs 14.3%), ligamentous injury (80% vs 66.7%), intubation (62.5% vs 28.6%), GCS
- Published
- 2020
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