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Objective To implement a multifaceted wellness program in an academic radiology department to prevent burnout and to assess initial outcomes with special focus on the challenges related to the coronavirus disease 2019 (COVID-19) pandemic. Methods A wellness program was established to address institutional and personal factors of burnout. The program focused on interventions to improve efficiency of practice, provide personal and career support, and create a culture of wellness. The components of the program were designed with input from radiology faculty, and the program was financially supported by the hospital’s physician organization. A survey was performed 6 months after the initiation of the program to determine radiologist engagement and satisfaction. With the onset of the COVID-19 pandemic, a new survey was administered to identify needs of faculty and adjust initiatives. This study was exempt from institutional review board approval. Results The majority of radiologists (79%) agreed or strongly agreed that the wellness program provided opportunities to connect with coworkers. All radiologists agreed that the program was helpful and should be continued. During the COVID-19 pandemic, 49% of physicians requested initiatives focused on well-being, emotional health, and mindfulness to support them during the crisis. Conclusions The implementation of a faculty wellness program in an academic radiology department addressed institutional and personal factors of burnout, allowed faculty to connect with coworkers, and was found to be helpful by all radiologists. The COVID-19 pandemic shifted needs to well-being and emotional health initiatives. Follow-up data are necessary to assess its effect on burnout reduction.

OBJECTIVE. This review describes the influence of histology and metastatic sites on prognosis in male patients with metastatic germ cell tumors (GCTs) and explains the role imaging in assessing the...

Although the evidence for the benefits of breastfeeding is strong, parents are often unable to continue breastfeeding upon returning from maternity leave for a variety of reasons. Breastfeeding parents in medicine face unique challenges upon returning to the workforce after maternity leave. Current research on breastfeeding radiologists is limited. The objective of this research is to evaluate breastfeeding barriers and identify potential solutions to help radiologists reach their breastfeeding goals.A 17-question survey was developed from validated surveys and pilot tested using focus groups. The survey was emailed to members of the American Association for Women in Radiology and promoted through social media. Bivariate analyses were performed using chi-square tests. p values0.05 were considered statistically significant. Institutional review board deemed that this anonymous voluntary survey met criteria for exemption.50 respondents met criteria for study inclusion (estimated response rate 42%). Of the respondents, 60% were trainees, 80% practiced in academic institutions and 92% were full-time. 100% intended to breastfeed, of whom 56% met personal breastfeeding goals (12-month median duration). Available lactation facilities included: Dedicated lactation room (38%), private space (58%), hospital grade pump (30%), refrigerator (46%), dedicated PACS (8%). Cited workplace challenges included lack of time (82%), lack of space (34%), and unsupportive work culture (42%). Having adequate time was associated with meeting breastfeeding goals (p = 0.028). No other factors were statistically significant (p0.05).Almost half of breastfeeding radiologists (44%) did not meet breastfeeding goals, citing a variety of facility-based and institutional barriers. Among these, having sufficient time to pump/breastfeed was associated with achieving breastfeeding goals. Given the barriers faced by breastfeeding radiologists, there is an opportunity to make structural and cultural changes to provide lactation support at work.

To evaluate publicly available de-identification tools on a large corpus of narrative-text radiology reports.In this retrospective study, 21 categories of protected health information (PHI) in 2503 radiology reports were annotated from a large multihospital academic health system, collected between January 1, 2012 and January 8, 2019. A subset consisting of 1023 reports served as a test set; the remainder were used as domain-specific training data. The types and frequencies of PHI present within the reports were tallied. Five public de-identification tools were evaluated: MITRE Identification Scrubber Toolkit, U.S. National Library of Medicine‒Scrubber, Massachusetts Institute of Technology de-identification software, Emory Health Information DE-identification (HIDE) software, and Neuro named-entity recognition (NeuroNER). The tools were compared using metrics including recall, precision, and F1 score (the harmonic mean of recall and precision) for each category of PHI.The annotators identified 3528 spans of PHI text within the 2503 reports. Cohen κ for interrater agreement was 0.938. Dates accounted for the majority of PHI found in the dataset of radiology reports (PHI appeared infrequently within the corpus of reports studied, which created difficulties for training machine learning systems. Out-of-the-box de-identification tools achieved limited performance on the corpus of radiology reports, suggesting the need for further advancements in public datasets and trained models.

To investigate the relationship between microliths and germ cell tumor histologic subtypes and determine whether microliths correlate with tumor stage at diagnosis.A total of 1249 patients with testicular cancer seen between 1999 and 2013 were evaluated; 346 of 1249 patients (28%) with primary testicular tumors and sonographic imaging of unaffected testicular tissue formed the analytic cohort. Age, ethnicity, tumor histologic subtype, and stage at diagnosis were extracted from the medical record. Two examiners concurrently recorded the highest number of microliths per image of unaffected testicular tissue.A total of 175 of 346 patients (51%) had 1 or more microliths; 69 of 346 (20%) had more than 5 microliths per image. The histologic percentage of seminomas positively correlated with the microlith count (rs = 0.12; P = .036); the histologic percentage of embryonal components negatively correlated with the microlith count (rs = -0.15; P = .007). A higher microlith count was associated with a lower stage at diagnosis (P = .0243). Subgroup analysis of pure seminomas suggested a trend toward a higher microlith count in patients with lower-stage disease at diagnosis (P= .07). No association was found between the tumor stage at diagnosis and microlith count in patients with greater than 50% embryonal components of tumors (P= .55). No association was found between microliths and age, tumor size, and presence of lymphovascular/rete testis invasion (P = .120, .500, .629, and .155, respectively).Patients with testicular cancer who have microliths may be more likely to have a higher percentage of seminomas and a lower percentage of embryonal components in their primary tumors. Microliths also showed an association with earlier stages of disease at diagnosis.

The ability to identify and focus care to patients at higher risk of moderate to severe postoperative pain should improve analgesia and patient satisfaction, and may affect reimbursement. We undertook this multi-centre cross-sectional study to identify preoperative risk factors for moderate to severe pain after total hip (THR) and knee (TKR) replacement.A total of 897 patients were identified from electronic medical records. Preoperative information and anaesthetic technique was gained by retrospective chart review. The primary outcomes were moderate to severe pain (pain score ≥ 4/10) at rest and with activity on postoperative day one. Logistic regression was performed to identify predictors for moderate to severe pain.Moderate to severe pain was reported by 20 % at rest and 33 % with activity. Predictors for pain at rest were female gender (OR 1.10 with 95 % CI 1.01-1.20), younger age (0.96, 0.94-0.99), increased BMI (1.02, 1.01-1.03), TKR vs. THR (3.21, 2.73-3.78), increased severity of preoperative pain at the surgical site (1.15, 1.03-1.30), preoperative use of opioids (1.63, 1.32-2.01), and general anaesthesia (8.51, 2.13-33.98). Predictors for pain with activity were TKR vs. THR (1.42, 1.28-1.57), increased severity of preoperative pain at the surgical site (1.11, 1.04-1.19), general anaesthesia (9.02, 3.68-22.07), preoperative use of anti-convulsants (1.78, 1.32-2.40) and anti-depressants (1.50, 1.08-2.80), and prior surgery at the surgical site (1.28, 1.05-1.57).Our findings provide clinical guidance for preoperative stratification of patients for more intensive management potentially including education, nursing staffing, and referral to specialised pain management.

Background and Objectives There is a paucity of large multi-institutional surveys to determine the prevalence of and risk factors for persistent pain after total hip (THR) and knee (TKR) replacements. We surveyed a variety of practices and patients and also correlated persistent pain with health-related quality-of-life outcomes. Methods From October 10, 2007, to March 15, 2010, patients who had undergone primary THR or TKR with a minimum follow-up of 1 year were identified. A previously published questionnaire to identify persistent postsurgical pain that included a 36-item Short Form Health Survey was mailed to this group. Independent risk factors for persistent pain were identified with logistic regression. Results Responses from 1030 patients who underwent surgery at some point in time between June 13, 2006, and June 24, 2009, were analyzed (32% response rate). Forty-six percent of patients reported persistent pain (38% after THR and 53% after TKR) with a median average pain score of 3 of 10 and worst pain score of 5. Independent risk factors for persistent pain were female sex (odds ratio [OR], 1.23), younger age (OR, 0.97), prior surgery on hip or knee (OR, 1.39), knee versus hip replacement (OR, 1.65), lower-quality postsurgical pain control (OR, 0.9), and presence of pain in other areas of the body (OR, 2.09). All scores in the 36-item Short Form Health Survey were worse (8%–28% decrease) in patients with persistent postsurgical pain (P Conclusions Persistent postsurgical pain is common after THR and TKR and is associated with reduced health-related quality of life, although our survey may be biased by the low response rate and retrospective recall bias. Nonmodifiable risk factors may lead to risk stratification. Severity of acute postoperative pain may be a modifiable risk factor.

Background and Objective. Spinal cord stimulation is the most commonly used implantable neurostimulation modality for management of pain syndromes. For treatment of lower extremity pain, the spinal cord stimulator lead is typically placed in the thoracic epidural space, at the T10–T12 levels. Typically, satisfactory stimulation can be obtained relatively easily. Anatomical variability in the epidural space, such as epidural scarring, has been reported to prevent successful implantation of spinal cord stimulators. Spinal epidural lipomatosis describes an abnormal overgrowth of adipose tissue in the extradural space. Cases have documented spinal epidural lipomatosis complicating intrathecal baclofen pump implantation or causing repeated failure of epidural analgesia. However, so far, there is no published literature describing how spinal epidural lipomatosis affects spinal cord stimulation. Case Report. We report a case of spinal cord stimulation in a patient with spinal epidural lipomatosis. Very high impedance was encountered during the trial spinal cord stimulator lead placement. Satisfactory stimulation was only obtained after repeated repositioning of the spinal cord stimulator trial lead. Post-procedure thoracic spine magnetic resonance imaging revealed marked thoracic epidural lipomatosis. At the level where satisfactory stimulation was obtained, the thickness of the epidural fat was within normal limits. The patient eventually underwent placement of a laminotomy lead with good coverage and pain relief. Conclusion. Spinal epidural lipomatosis significantly increases the impedance in the epidural space, making effective neurostimulation very difficult to obtain. Physicians should consider the possibility of spinal epidural lipomatosis when very high impedances are encountered during lead placement.

Oncologists increasingly exploit differences in testicular germ cell tumors to deliver more personalized treatment. Imaging is essential in this process, aiding in the selection of risk-stratified management strategies. Consideration of relevant prognostic factors strengthens image interpretation, allowing for a more nuanced radiographic evaluation. This paper uses a clinically focused, stage-by-stage approach to delineate the risk factors for relapse and metastasis that radiologists should consider during staging, response assessment, and surveillance.

The spatial organization of cells of different phenotypes is an important and often defining determinant of tissue function. In tissue engineering, which attempts to rebuild functional tissues from cellular and synthetic components, spatial patterning of cells onto biomaterials is likely to be equally important. We have printed combinatorial arrays of extracellular matrix (ECM) and screened them for attachment by HepG2 hepatocytes, LX-2 hepatic stellate cells, primary portal fibroblasts, and bovine aortic endothelial cells—cells selected as representative phenotypes found in adult liver. Differential cell attachment to the underlying matrix proteins allowed us to establish two-dimensional co-cultures of HepG2 with these non-parenchymal cell types. These general approaches were then translated to tissue engineering scaffolds where deposition of ECM proteins onto electrospun polylactide meshes resulted in patterned HepG2 cultures. We observed that the spatial organization of fibronectin deposits influenced HepG2 attachment and the establishment of co-cultures on our arrays. These micropatterned co-culture systems should serve as valuable tools for studying the soluble and insoluble signals involved in liver development, function, and disease.

Vaginal instillation of small-interfering RNA (siRNA) using liposomes has led to silencing of endogenous genes in the genital tract and protection against challenge from infectious disease. Although siRNA lipoplexes are easily formulated, several of the most effective transfection agents available commercially may be toxic to the mucosal epithelia and none are able to provide controlled or sustained release. Here, we demonstrate an alternative approach using nanoparticles composed entirely of FDA-approved materials. To render these materials effective for gene silencing, we developed novel approaches to load them with high amounts of siRNA. A single dose of siRNA-loaded nanoparticles to the mouse female reproductive tract caused efficient and sustained gene silencing. Knockdown of gene expression was observed proximal (in the vaginal lumen) and distal (in the uterine horns) to the site of topical delivery. In addition, nanoparticles penetrated deep into the epithelial tissue. This is the first report demonstrating that biodegradable polymer nanoparticles are effective delivery vehicles for siRNA to the vaginal mucosa.

31 Background: The objective of this study was to examine the incidence and predictors of gastrointestinal (GI) complications following intensity-modulated radiation therapy (IMRT) for prostate cancer and their impact on national healthcare expenditure. Methods: Using Surveillance, Epidemiology, and End Results (SEER)-Medicare-linked data, we identified 11,781 men diagnosed with non-metastatic prostate cancer from 2002 to 2006 who underwent definitive IMRT, had no pre-existing GI toxicity, and had at least 36 months of follow-up after IMRT initiation. Annual incremental spending was defined as the difference between the total Medicare payments in the year after the development of the first GI complication and the total Medicare payments in the year preceding prostate cancer diagnosis, excluding prostate cancer treatment-related costs. We used multivariate logistic regression to evaluate the odds ratio of developing IMRT-related GI toxicity, and quantile regression to compare the annual incremental costs between groups. All analyses were done using SAS 9.3. Results: Over the 36-month follow-up period, the incidence of post-IMRT GI complications was 26.5% (n=3,118). Patients on anti-coagulation therapy or receiving brachytherapy boost were more likely to develop IMRT-related GI toxicities (OR 1.11, 95% CI 1.01-1.22 (p=0.029) and OR 1.18, 95% CI 1.08-1.30 (p

A new process, phase enhanced absorption, was invented. The method is carried out in an absorber, where a liquid carrier (aqueous solution), an organic mixture (or organic compound), and a gas mixture containing a gas to be absorbed are introduced from an inlet. Since the organic mixture is immiscible or at least partially immiscible with the liquid carrier, the organic mixture forms a layer or small parcels between the liquid carrier and the gas mixture. The organic mixture in the absorber improves mass transfer efficiency of the system and increases the absorption rate of the gas. The organic mixture serves as a transportation media. The gas is finally accumulated in the liquid carrier as in a conventional gas-liquid absorption system. The presence of the organic layer does not hinder the regeneration of the liquid carrier or recovery of the gas because the organic layer is removed by a settler after the absorption process is completed. In another aspect, the system exhibited increased gas-liquid separation efficiency, thereby reducing the costs of operation and maintenance. The study focused on the search of the organic layer or transportation layer to enhance the absorption rate of carbon dioxide. The following systems were studied, (1)more » CO{sub 2}-water system and CO{sub 2}-water-organic layer system; (2) CO{sub 2}-Potassium Carbonate aqueous solution system and CO{sub 2}-Potassium Carbonate aqueous solution-organic layer system. CO{sub 2}-water and CO{sub 2}-Potassium Carbonate systems are the traditional gas-liquid absorption processes. The CO{sub 2}-water-organic layer and CO{sub 2}-Potassium Carbonate-organic layer systems are the novel absorption processes, phase enhanced absorption. As mentioned earlier, organic layer (transportation layer phase) is used for the increase of absorption rate. The study showed that the absorption rate can be increased by adding the organic layer. However, the enhanced factor is highly dependent on the liquid mass transfer coefficient.« less