207 results on '"Stillman AE"'
Search Results
2. Challenges conducting comparative effectiveness research: the Clinical and Health Outcomes Initiative in Comparative Effectiveness (CHOICE) experience
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Friedly JL, Bauer Z, Comstock BA, DiMango E, Ferrara A, Huang SS, Israel E, Jarvik JG, Nierenberg AA, Ong MK, Penson DF, Smith-Bindman R, Stillman AE, Vollmer WM, Warren SM, Zhan C, Hsia DC, and Trontell A
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lcsh:Public aspects of medicine ,lcsh:RA1-1270 - Abstract
Janna L Friedly,1,4 Zoya Bauer,2,4 Bryan A Comstock,3,4 Emily DiMango,5 Assiamira Ferrara,6 Susan S Huang,7 Elliot Israel,8 Jeffrey G Jarvik,2,4 Andrew A Nierenberg,9 Michael K Ong,10 David F Penson,11 Rebecca Smith-Bindman,12 Arthur E Stillman,13 William M Vollmer,6 Stephen M Warren,14 Chunliu Zhan,15 David Chu-Wen Hsia,15 Anne Trontell15 1Department of Rehabilitation Medicine, 2Department of Radiology, 3Department of Biostatistics, 4Comparative Effectiveness, Cost and Outcomes Research Center, University of Washington, Seattle, WA, 5Columbia University Medical Center, New York, NY, 6Kaiser Foundation Research Institute, Oakland, 7Division of Infectious Diseases and Health Policy Research Institute, University of California Irvine School of Medicine, Irvine, CA, 8Harvard Medical School, Pulmonary and Critical Care, Allergy and Immunology, Brigham and Women's Hospital, 9Massachusetts General Hospital, Boston, MA, 10Division of General Internal Medicine & Health Services Research, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 11Vanderbilt University and Tennessee Valley VAHCC, Nashville, TN, 12Departments of Radiology and Biomedical Imaging, Health Policy, Epidemiology and Biostatistics, University of California, San Francisco, SF, 13Emory University, Atlanta, GA, 14Department of Plastic Surgery, Division of Clinical and Translational Research, NYU Langone Medical Center, New York, NY, 15Agency for Healthcare Research and Quality, Rockville, MD, USA Abstract: The Clinical and Health Outcomes Initiative in Comparative Effectiveness (CHOICE) program, which includes 12 ongoing comparative effectiveness research (CER) trials funded by the Agency for Healthcare Research and Quality under the American Recovery and Reinvestment Act of 2009, has had firsthand experience in dealing with the unique challenges of conducting CER since the trials started in the fall of 2010. This paper will explore the collective experience of the CHOICE program and discuss common challenges and successes the CHOICE investigators have experienced conducting CER research in the United States. The specific aims of this paper are to describe the common features of the CHOICE award studies (observational studies and trials), to summarize the strategies undertaken to address the challenges in conducting comparative effectiveness pragmatic trials and observational studies from the patient, physician, and administrative perspective, and to provide recommendations for improving the efficiency and feasibility of conducting prospective CER studies in the future. Keywords: comparative effectiveness research, underserved patients, pragmatic clinical trials
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- 2014
3. CAD-RADS (TM): Coronary Artery Disease - Reporting and Data System
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Cury, RC, Abbara, S, Achenbach, S, Agatston, A, Berman, DS, Budoff, MJ, Dill, KE, Jacobs, JE, Maroules, CD, Rubin, GD, Rybicki, FJ, Schoepf, UJ, Shaw, LJ, Stillman, AE, White, CS, Woodard, PK, and Leipsic, JA
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CAD-RADS ,report standardization terminology ,coronary CTA ,cardiovascular diseases ,stenosis severity ,reporting and data system ,Coronary artery disease - Abstract
The intent of CAD-RADS - Coronary Artery Disease Reporting and Data System is to create a standardized method to communicate findings of coronary CT angiography (coronary CTA) in order to facilitate decision-making regarding further patient management. The suggested CAD-RADS classification is applied on a per-patient basis and represents the highest-grade coronary artery lesion documented by coronary CTA. It ranges from CAD-RADS 0 (Zero) for the complete absence of stenosis and plaque to CAD-RADS 5 for the presence of at least one totally occluded coronary artery and should always be interpreted in conjunction with the impression found in the report. Specific recommendations are provided for further management of patients with stable or acute chest pain based on the CAD-RADS classification. The main goal of CAD-RADS is to standardize reporting of coronary CTA results and to facilitate communication of test results to referring physicians along with suggestions for subsequent patient management. In addition, CAD-RADS will provide a framework of standardization that may benefit education, research, peer-review and quality assurance with the potential to ultimately result in improved quality of care.
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- 2016
4. Coronary Artery Disease - Reporting and Data System (CAD-RADS) An Expert Consensus Document of SCCT, ACR and NASCI Endorsed by the ACC
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Cury, RC, Abbara, S, Achenbach, S, Agatston, A, Berman, DS, Budoff, MJ, Dill, KE, Jacobs, JE, Maroules, CD, Rubin, GD, Rybicki, FJ, Schoepf, UJ, Shaw, LJ, Stillman, AE, White, CS, Woodard, PK, Leipsic, JA, Linsky, N, Ronan, G, Chatfield, MB, and Wittling, M
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cardiovascular diseases - Abstract
The intent of CAD-RADS - Coronary Artery Disease Reporting and Data System is to create a standardized method to communicate findings of coronary CT angiography (coronary CTA) in order to facilitate decision-making regarding further patient management. The suggested CAD-RADS classification is applied on a per-patient basis and represents the highest-grade coronary artery lesion documented by coronary CTA. It ranges from CAD-RADS 0 (Zero) for the complete absence of stenosis and plaque to CAD-RADS 5 for the presence of at least one totally occluded coronary artery and should always be interpreted in conjunction with the impression found in the report. Specific recommendations are provided for further management of patients with stable or acute chest pain based on the CAD-RADS classification. The main goal of CAD-RADS is to standardize reporting of coronary CTA results and to facilitate communication of test results to referring physicians along with suggestions for subsequent patient management. In addition, CAD-RADS will provide a framework of standardization that may benefit education, research, peer-review and quality assurance with the potential to ultimately result in improved quality of care.
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- 2016
5. CAD-RADS (TM) Coronary Artery Disease - Reporting and Data System. An expert consensus document of the Society of Cardiovascular Computed Tomography (SCCT), the American College of Radiology (ACR) and the North American Society for Cardiovascular Imaging (NASCI). Endorsed by the American College of Cardiology
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Cury, RC, Abbara, S, Achenbach, S, Agatston, A, Berman, DS, Budoff, MJ, Dill, KE, Jacobs, JE, Maroules, CD, Rubin, GD, Rybicki, FJ, Schoepf, UJ, Shaw, LJ, Stillman, AE, White, CS, Woodard, PK, and Leipsic, JA
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CAD-RADS ,Reporting and data system ,Coronary CTA ,Stenosis severity ,cardiovascular diseases ,Report standardization terminology ,Coronary artery disease - Abstract
The intent of CAD-RADS - Coronary Artery Disease Reporting and Data System is to create a standardized method to communicate findings of coronary CT angiography (coronary CTA) in order to facilitate decision-making regarding further patient management. The suggested CAD-RADS classification is applied on a per-patient basis and represents the highest-grade coronary artery lesion documented by coronary CTA. It ranges from CAD-RADS 0 (Zero) for the complete absence of stenosis and plaque to CAD-RADS 5 for the presence of at least one totally occluded coronary artery and should always be interpreted in conjunction with the impression found in the report. Specific recommendations are provided for further management of patients with stable or acute chest pain based on the CAD-RADS classification. The main goal of CAD-RADS is to standardize reporting of coronary CTA results and to facilitate communication of test results to referring physicians along with suggestions for subsequent patient management. In addition, CAD-RADS will provide a framework of standardization that may benefit education, research, peer-review and quality assurance with the potential to ultimately result in improved quality of care.
- Published
- 2016
6. Use of multidetector computed tomography for the assessment of acute chest pain: a consensus statement of the North American Society of Cardiac Imaging and the European Society of Cardiac Radiology
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Stillman, AE, Oudkerk, M, Ackerman, M, Becker, CR, Buszman, PE, Feijter, Pim, Hoffmann, U, Keadey, MT, Marano, R, Lipton, MJ, Raff, GL, Reddy, GP, Rees, MR, Rubin, GD, Schoepf, UJ, Tarulli, G, van Beek, EJR, Wexler, L, White, CS, Stillman, AE, Oudkerk, M, Ackerman, M, Becker, CR, Buszman, PE, Feijter, Pim, Hoffmann, U, Keadey, MT, Marano, R, Lipton, MJ, Raff, GL, Reddy, GP, Rees, MR, Rubin, GD, Schoepf, UJ, Tarulli, G, van Beek, EJR, Wexler, L, and White, CS
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- 2007
7. Identifying patients at high risk of a cardiovascular event in the near future: current status and future directions: report of a national heart, lung, and blood institute working group.
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Eagle KA, Ginsburg GS, Musunuru K, Aird WC, Balaban RS, Bennett SK, Blumenthal RS, Coughlin SR, Davidson KW, Frohlich ED, Greenland P, Jarvik GP, Libby P, Pepine CJ, Ruskin JN, Stillman AE, Van Eyk JE, Tolunay HE, McDonald CL, and Smith SC Jr
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- 2010
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8. ACCF/ACR/AHA/ASE/ASNC/HRS/NASCI/RSNA/SAIP/SCAI/SCCT/SCMR 2008 Health Policy Statement on Structured Reporting in Cardiovascular Imaging.
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Douglas PS, Hendel RC, Cummings JE, Dent JM, Hodgson JM, Hoffmann U, Horn RJ 3rd, Hundley WG, Kahn CE Jr, Martin GR, Masoudi FA, Peterson ED, Rosenthal GL, Solomon H, Stillman AE, Teague SD, Thomas JD, Tilkemeier PL, and Weigold WG
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- 2009
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9. Coronary artery calcium screening: current status and recommendations from the European Society of Cardiac Radiology and North American Society for Cardiovascular Imaging.
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Oudkerk M, Stillman AE, Halliburton SS, Kalender WA, Möhlenkamp S, McCollough CH, Vliegenthart R, Shaw LJ, Stanford W, Taylor AJ, van Ooijen PM, Wexler L, Raggi P, Oudkerk, Matthijs, Stillman, Arthur E, Halliburton, Sandra S, Kalender, Willi A, Möhlenkamp, Stefan, McCollough, Cynthia H, and Vliegenthart, Rozemarijn
- Abstract
Current guidelines and literature on screening for coronary artery calcium for cardiac risk assessment are reviewed for both general and special populations. It is shown that for both general and special populations a zero score excludes most clinically relevant coronary artery disease. The importance of standardization of coronary artery calcium measurements by multidetector CT is discussed. [ABSTRACT FROM AUTHOR]
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- 2008
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10. Calculation of coronary age using calcium scores in multiple ethnicities.
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Sirineni GK, Raggi P, Shaw LJ, Stillman AE, Sirineni, Gopi K R, Raggi, Paolo, Shaw, Leslee J, and Stillman, Arthur E
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Coronary artery calcium (CAC) accumulation, a marker of atherosclerosis burden, differs significantly among patients of different ethnicities. It has been proposed that CAC scores can be used to assess the number of life years lost or gained by an individual with a given amount of coronary artery calcium. Therefore, we sought to develop a method to calculate the coronary age of an individual based on the extent of CAC in this subject compared to that of individuals of the same race, age and sex. We used median CAC scores from previously published data from the Multi-Ethnic Study of Atherosclerosis (MESA) to derive the predicted coronary age of subjects from 4 ethnic groups (White, Black, Hispanic and Chinese) of both sexes. With this method a 50-year-old white man with a CAC score of 40 has a coronary age of a 61-year-old white man; for a black man with a score of 40 the coronary age is 70. This method should allow patients to better understand the prognostic significance of their test results and may ensure a better compliance with preventive regimens. [ABSTRACT FROM AUTHOR]
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- 2008
11. ACR practice guideline for the performance and interpretation of cardiac magnetic resonance imaging (MRI)
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Woodard PK, Bluemke DA, Cascade PN, Finn JP, Stillman AE, Higgins CB, White RD, and Yucel EK
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Magnetic resonance imaging (MRI) is an established imaging modality, recognized for its value in the assessment and monitoring of a wide range of cardiac pathology. It can provide physiologic as well as anatomic information. Image interpretation requires both well-developed MRI skills and knowledge of cardiac pathology. Radiologists, because of their extensive experience in MRI, have an important role in its application in the heart. The guidelines presented here are an educational tool designed to assist practitioners in providing the best possible patient care via the diagnostic methods of cardiac MRI. American College of Radiology requirements for physicians and personnel performing and interpreting cardiac MRI, which will become applicable by July 1, 2008, are also presented. [ABSTRACT FROM AUTHOR]
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- 2006
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12. Association of traditional and nontraditional cardiovascular risk factors with coronary artery calcification.
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Folsom AR, Evans GW, Carr JJ, Stillman AE, and Atherosclerosis Risk in Communities (ARIC) Study Investigators
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Coronary artery calcification assessed by computed tomography is an emerging marker of coronary atherosclerosis. The authors examined the association of coronary calcium scores with traditional and nontraditional cardiovascular risk factors. In 1999-2000, they measured coronary artery calcium in 360 participants free of known coronary artery disease who had participated in 2 centers of the Atherosclerosis Risk in Communities (ARIC) Study. They related coronary calcium scores to risk factors measured in 1987-1989. Most traditional risk factors were associated with the coronary calcium score. For example, the multivariately adjusted odds ratio for an elevated score (> or = 100 versus < 100) was 3.5-fold greater per 10 years of age, 3.2-fold greater in men than in women, 3.1-fold greater with diabetes (statistically nonsignificant), and 1.4- to 1.7-fold greater per standard deviation greater increments of plasma cholesterol and pack-years of cigarettes smoked. Carotid artery intima-media thickness also was positively associated with coronary calcification. In contrast, a wide variety of hemostatic and inflammatory markers and serum chemistry values were unrelated to calcium scores. These findings reaffirmed the established role of traditional risk factors in the etiology of coronary artery disease, as assessed by computed tomography, but did not identify any important nontraditional risk factors. [ABSTRACT FROM AUTHOR]
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- 2004
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13. Non-invasive assessment of plaque morphology and remodeling in mildly stenotic coronary segments: comparison of 16-slice computed tomography and intravascular ultrasound.
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Schoenhagen P, Tuzcu EM, Stillman AE, Moliterno DJ, Halliburton SS, Kuzmiak SA, Kasper JM, Magyar WA, Lieber ML, Nissen SE, White RD, Schoenhagen, Paul, Tuzcu, E Murat, Stillman, Arthur E, Moliterno, David J, Halliburton, Sandra S, Kuzmiak, Stacie A, Kasper, Jane M, Magyar, William A, and Lieber, Michael L
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- 2003
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14. Six years of experience using patient instructors to teach interviewing skills
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Burpeau-Di Gregorio My, Stillman Ae, Nicholson Gi, Sabers Dl, and Paula L. Stillman
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Medical education ,Education, Medical ,Patients ,Interview ,Higher education ,business.industry ,Teaching ,education ,Specialty ,General Medicine ,Specialty area ,Skill development ,Positive correlation ,Education ,Interviews as Topic ,Humans ,Medicine ,Positive relationship ,Clinical Competence ,Objective evaluation ,Medical History Taking ,business - Abstract
In 1974 a competency-based program was developed at the University of Arizona College of Medicine that used patient instructors (PIs) to evaluate interviewing skills objectively. PIs are nonphysicians who are taught to function in the multiple roles of patient, teacher, and evaluator. For each specialty area, objective evaluation instruments have been developed to measure the student's interviewing technique (interview process) and the amount of relevant historical information obtained from the patient (interview content). Data from the six most recent classes of second-year medical students demonstrate that: (a) there is a positive correlation between process and content scores; (b) students learn from their interviews with PIs; and (c) there is a positive relationship between the scores students obtain on their first interview with each of two different PIs in two different specialty areas. It is concluded that the PI program provides an effective way to teach interviewing skills to medical students.
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- 1983
15. Consequence of overuse of invasive coronary angiography.
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Stillman AE, Woodard PK, and RESCUE Investigators
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- 2011
16. ACC/AHA/ACR/ASE/ASNC/HRS/NASCI/RSNA/SAIP/SCAI/SCCT/SCMR/SIR 2008 Key Data Elements and Definitions for Cardiac Imaging A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Data Standards (Writing Committee to Develop Clinical Data Standards for Cardiac Imaging)
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Hendel RC, Budoff MJ, Cardella JF, Chambers CE, Dent JM, Fitzgerald DM, Hodgson JM, Klodas E, Kramer CM, Stillman AE, Tilkemeier PL, Ward RP, Weigold WG, White RD, and Woodard PK
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- 2009
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17. Proton magnetic resonance spectroscopy in patients with glial tumors: a multicenter study
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Thomas J. Vogl, Thomas A. Spraggins, Efstathios D. Gotsis, Truman R. Brown, Arend Heerschap, Arthur E. Stillman, Burckhard Terwey, Michel M. Mengeot, William G. Negendank, Kyousuke Kamada, Andrea Falini, Robert A. Zimmerman, Kristin Padavic-Shaller, Ewald Moser, John A. Sanders, Jeffrey L. Evelhoch, R. Sauter, Benjamin C. P. Lee, Karsten Wicklow, Negendank, Wg, Sauter, R, Brown, Tr, Evelhoch, Jl, Falini, Andrea, Gotsis, Ed, Heerschap, A, Kamada, K, Lee, Bcp, Mengeot, Mm, Moser, E, Padavicshaller, Ka, Sanders, Ja, Spraggins, Ta, Stillman, Ae, Terwey, B, Vogl, Tj, Wicklow, K, and Zimmerman, Ra
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Adult ,Male ,In vivo magnetic resonance spectroscopy ,Pathology ,medicine.medical_specialty ,Magnetic Resonance Spectroscopy ,Adolescent ,Tumor Cell Necrosis ,Glial tumor ,Astrocytoma ,Creatine ,Choline ,chemistry.chemical_compound ,In vivo ,Glioma ,medicine ,Humans ,Child ,Aged ,Analysis of Variance ,Brain Neoplasms ,business.industry ,Brain ,Middle Aged ,medicine.disease ,chemistry ,Child, Preschool ,Feasibility Studies ,Female ,Protons ,Glioblastoma ,business ,Anaplastic astrocytoma - Abstract
✓ The authors represent a cooperative group of 15 institutions that examined the feasibility of using metabolic features observed in vivo with 1H-magnetic resonance (MR) spectroscopy to characterize brain tumors of the glial type. The institutions provided blinded, centralized MR spectroscopy data processing along with independent central review of MR spectroscopy voxel placement, composition and contamination by brain, histopathological typing using current World Health Organization criteria, and clinical data. Proton 1H-MR spectroscopy was performed using a spin-echo technique to obtain spectra from 8-cc voxels in the tumor and when feasible in the contralateral brain. Eighty-six cases were assessable, 41 of which had contralateral brain spectra. Glial tumors had significantly elevated intensities of choline signals, decreased intensities of creatine signals, and decreased intensities of N-acetylaspartate compared to brain. Choline signal intensities were highest in astrocytomas and anaplastic astrocytomas, and creatine signal intensities were lowest in glioblastomas. However, whether expressed relative to brain or as intratumoral ratios, these metabolic characteristics exhibited large variations within each subtype of glial tumor. The resulting overlaps precluded diagnostic accuracy in the distinction of low- and high-grade tumors. Although the extent of contamination of the 1HMR spectroscopy voxel by brain had a marked effect on metabolite concentrations and ratios, selection of cases with minimal contamination did not reduce these overlaps. Thus, each type and grade of tumor is a metabolically heterogeneous group. Lactate occurred infrequently and in all grades. Mobile lipids, on the other hand, occurred in 41% of high-grade tumors with higher mean amounts found in glioblastomas. This result, coupled with the recent demonstration that intratumoral mobile lipids correlate with microscopic tumor cell necrosis, leads to the hypothesis that mobile lipids observed in vivo in 1H-MR spectroscopy may correlate independently with prognosis of individual patients.
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- 1996
18. Multimodality Imaging of Aortitis
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Arthur E. Stillman, John Palios, Bruce J. Barron, Stamatios Lerakis, Eduardo Bossone, Gregory Hartlage, Stephen D. Clements, Hartlage, Gr, Palios, J, Barron, Bj, Stillman, Ae, Bossone, E, Clements, Sd, and Lerakis, S
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Carotid Artery Diseases ,Diagnostic Imaging ,medicine.medical_specialty ,Heart Diseases ,Giant Cell Arteritis ,Diagnosis, Differential ,magnetic resonance ,Aortic aneurysm ,Hematoma ,vascular ultrasound ,medicine ,Humans ,echocardiography ,Radiology, Nuclear Medicine and imaging ,Arteritis ,Aortitis ,medicine.diagnostic_test ,business.industry ,Magnetic resonance imaging ,computed tomography ,medicine.disease ,Magnetic Resonance Imaging ,Takayasu Arteritis ,Surgery ,Dissection ,Stenosis ,Giant cell arteritis ,Radiology Nuclear Medicine and imaging ,Positron-Emission Tomography ,arteritis ,positron emmision tomography ,Radiology ,Tomography, X-Ray Computed ,business ,Cardiology and Cardiovascular Medicine ,aortic aneurysm ,aortitis ,Echocardiography, Transesophageal - Abstract
Multimodality imaging of aortitis is useful for identification of acute and chronic mural changes due to inflammation, edema, and fibrosis, as well as characterization of structural luminal changes including aneurysm and stenosis or occlusion. Identification of related complications such as dissection, hematoma, ulceration, rupture, and thrombosis is also important. Imaging is often vital for obtaining specific diagnoses (i.e., Takayasu arteritis) or is used adjunctively in atypical cases (i.e., giant cell arteritis). The extent of disease is established at baseline, with associated therapeutic and prognostic implications. Imaging of aortitis may be useful for screening, routine follow up, and evaluation of treatment response in certain clinical settings. Localization of disease activity and structural abnormality is useful for guiding biopsy or surgical revascularization or repair. In this review, we discuss the available imaging modalities for diagnosis and management of the spectrum of aortitis disorders that cardiovascular physicians should be familiar with for facilitating optimal patient care.
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19. Confidence-Aware Severity Assessment of Lung Disease from Chest X-Rays Using Deep Neural Network on a Multi-Reader Dataset.
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Zandehshahvar M, van Assen M, Kim E, Kiarashi Y, Keerthipati V, Tessarin G, Muscogiuri E, Stillman AE, Filev P, Davarpanah AH, Berkowitz EA, Tigges S, Lee SJ, Vey BL, De Cecco C, and Adibi A
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In this study, we present a method based on Monte Carlo Dropout (MCD) as Bayesian neural network (BNN) approximation for confidence-aware severity classification of lung diseases in COVID-19 patients using chest X-rays (CXRs). Trained and tested on 1208 CXRs from Hospital 1 in the USA, the model categorizes severity into four levels (i.e., normal, mild, moderate, and severe) based on lung consolidation and opacity. Severity labels, determined by the median consensus of five radiologists, serve as the reference standard. The model's performance is internally validated against evaluations from an additional radiologist and two residents that were excluded from the median. The performance of the model is further evaluated on additional internal and external datasets comprising 2200 CXRs from the same hospital and 1300 CXRs from Hospital 2 in South Korea. The model achieves an average area under the curve (AUC) of 0.94 ± 0.01 across all classes in the primary dataset, surpassing human readers in each severity class and achieves a higher Kendall correlation coefficient (KCC) of 0.80 ± 0.03. The performance of the model is consistent across varied datasets, highlighting its generalization. A key aspect of the model is its predictive uncertainty (PU), which is inversely related to the level of agreement among radiologists, particularly in mild and moderate cases. The study concludes that the model outperforms human readers in severity assessment and maintains consistent accuracy across diverse datasets. Its ability to provide confidence measures in predictions is pivotal for potential clinical use, underscoring the BNN's role in enhancing diagnostic precision in lung disease analysis through CXR., (© 2024. The Author(s).)
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- 2024
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20. Epicardial adipose tissue attenuation on computed tomography in women with coronary microvascular dysfunction: A pilot, hypothesis generating study.
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Patel NH, Dave EK, Fatade YA, De Cecco CN, Ko YA, Chen Y, Sharma A, Rashid F, Vatsa N, Samady H, Toleva O, Quyyumi A, Mehta PK, and Stillman AE
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- Humans, Female, Middle Aged, Pilot Projects, Aged, Heart Disease Risk Factors, Microvessels diagnostic imaging, Microvessels physiopathology, Predictive Value of Tests, Vascular Calcification diagnostic imaging, Vascular Calcification physiopathology, Epicardial Adipose Tissue, Pericardium diagnostic imaging, Adipose Tissue diagnostic imaging, Coronary Artery Disease diagnostic imaging, Coronary Artery Disease physiopathology, Coronary Vessels diagnostic imaging, Coronary Vessels physiopathology, Computed Tomography Angiography, Microcirculation, Coronary Circulation, Coronary Angiography
- Abstract
Background: Patients with myocardial ischemia without obstructive coronary artery disease often have coronary microvascular dysfunction (CMD) and associated increased risk of cardiovascular (CV) events and anginal hospitalizations. Epicardial adipose tissue (EAT) covers much of the myocardium and coronary arteries and when dysfunctional, secretes proinflammatory cytokines and is associated with CV events. While oxidative stress and systemic inflammation are associated with CMD, the relationship between EAT and CMD in women is not well known., Methods: Women diagnosed with CMD (n = 21) who underwent coronary computed tomography with coronary artery calcium (CAC) scoring were compared to a reference group (RG) of women referred for CAC screening for preventive risk assessment (n = 181). EAT attenuation (Hounsfield units (HU)) was measured adjacent to the proximal right coronary artery, along with subcutaneous adipose tissue (SCAT). Two-sample t-tests with unequal variances were utilized., Results: Mean age of the CMD group was 56 ± 8 years and body mass index (BMI) was 31.6 ± 6.8 kg/m
2 . CV risk factors in the CMD group were prevalent: 67 % hypertension, 44 % hyperlipidemia, and 33 % diabetes. Both CMD and RG had similar CAC score (25.86 ± 59.54 vs. 24.17 ± 104.6; p = 0.21. In the CMD group, 67 % had a CAC of 0. Minimal atherosclerosis (CAD-RADS 1) was present in 76 % of women with CMD. The CMD group had lower EAT attenuation than RG (-103.3 ± 6.33 HU vs. -97.9 ± 8.3 HU, p = 0.009, respectively). There were no differences in SCAT attenuation. Hypertension, smoking history, age, BMI, and CAC score did not correlate with EAT in either of the groups., Conclusions: Women with CMD have decreased EAT attenuation compared to RG women. EAT-mediated inflammation and changes in vascular tone may be a mechanistic contributor to abnormal microvascular reactivity. Clinical trials testing therapeutic strategies to decrease EAT may be warranted in the management of CMD., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests:Puja K. Mehta reports financial support was provided by National Institutes of Health. Carlo N. De Cecco reports a relationship with Siemens Healthineers that includes: funding grants. Carlo N. De Cecco reports a relationship with Covanos, Inc. that includes: consulting or advisory. Carlo N. De Cecco reports a relationship with Bayer that includes: consulting or advisory. Carlo N. De Cecco reports a relationship with Xeos that includes: consulting or advisory. Habib Samady reports a relationship with Philips and Abbott Vascular that includes: consulting or advisory. Habib Samady reports a relationship with Covanos, Inc. that includes: equity or stocks. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
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21. Differential effect of atorvastatin and pravastatin on thoracic spine attenuation: A sub-analysis of a randomized clinical trial.
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Raggi P, Takyar FM, Gadiyaram V, Zhang C, Stillman AE, and Davarpanah AH
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- Humans, Female, Atorvastatin therapeutic use, Pravastatin therapeutic use, Cholesterol, LDL, Pyrroles therapeutic use, Hydroxymethylglutaryl-CoA Reductase Inhibitors therapeutic use, Hyperlipidemias drug therapy, Anticholesteremic Agents therapeutic use
- Abstract
Background: Statins reduce cardiovascular events and may improve bone mineral density., Methods: We conducted a sub-analysis of a randomized clinical trial that investigated the differential effect of moderate vs intensive low-density lipoprotein cholesterol (LDL-C) lowering therapies on coronary artery calcium (CAC) scores, and used the acquired images to assess the change in radiological attenuation of selected thoracic vertebrae. Baseline and 12-month unenhanced chest CT scans were performed in 420 hyperlipidemic, postmenopausal women randomized to atorvastatin (ATV) 80 mg/day or pravastatin (PRV) 40 mg/day in the Beyond Endorsed Lipid Lowering with Electron Beam Tomography Scanning (BELLES) trial. Bone attenuation was measured in three contiguous thoracic vertebrae at baseline and 12 months., Results: There were no differences in baseline demographic and clinical characteristics between treatment arms. The median percent lowering (interquartile range) in LDL-C was significantly greater with ATV than PRV [-53 (-69 to 20)% vs -28 (-55 to 74)%, p < 0.001], although the CAC score change was similar [12 (-63 to 208)% vs 13 (-75 to 358)%; p = 0.44]. At follow-up, the median bone attenuation loss was significantly greater with PRV than with ATV [-2.6 (-27 to 11)% vs 0 (-11 to 25)%; p < 0.001]. The attenuation loss in the PRV group was comparable to that of a historical untreated general population sample. In the entire cohort, the changes in LDL-C and total cholesterol were inversely correlated with bone attenuation change (p < 0.01). In adjusted multivariable linear regression analyses, race and percent change in LDL-C were independent predictors of bone attenuation change. Age, body mass index, history of smoking, diabetes mellitus, hypertension, peripheral vascular disease, or hormone replacement therapy did not affect percent change in BMD., Conclusions: These findings support the hypothesis that there is an interaction between bone and cardiometabolic health and that intensive lipid lowering has a beneficial effect on bone health., Competing Interests: Declaration of competing interest Prof. Paolo Raggi received a research grant from Pfizer Inc. to conduct the original BELLES trial. All other authors have no conflicts to disclose in relation to this manuscript., (Copyright © 2023 Elsevier B.V. All rights reserved.)
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- 2024
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22. Validation of a convolutional neural network algorithm for calcium score quantification using a multivendor dataset.
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Muscogiuri E, van Assen M, Tessarin G, Razavi A, Schwemmer C, Schoebinger M, Wels M, Rapaka S, Fung GSK, Stillman AE, and De Cecco CN
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- Humans, Predictive Value of Tests, Algorithms, Calcium, Neural Networks, Computer
- Abstract
Competing Interests: Declaration of competing interest Dr. De Cecco, Dr. van Assen and Emory receive research funding from Siemens Healthineers. Drs. Schwemmer, Wels, Rapaka and Fung are employed by Siemens Healthineers. The remaining authors do not have anything to declare regarding funding and possible conflict of interest. Data generated or analyzed during the study are available from the corresponding author by request.
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- 2023
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23. Coronary plaque phenotyping with cardiac CTA: Separating the signal from the noise.
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Kumar A, Stillman AE, and Chatzizisis YS
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- Humans, Heart, Coronary Angiography, Computed Tomography Angiography, Predictive Value of Tests, Coronary Artery Disease diagnostic imaging, Plaque, Atherosclerotic, Fractional Flow Reserve, Myocardial, Coronary Stenosis
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- 2023
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24. Inter-observer variability of expert-derived morphologic risk predictors in aortic dissection.
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Willemink MJ, Mastrodicasa D, Madani MH, Codari M, Chepelev LL, Mistelbauer G, Hanneman K, Ouzounian M, Ocazionez D, Afifi RO, Lacomis JM, Lovato L, Pacini D, Folesani G, Hinzpeter R, Alkadhi H, Stillman AE, Sailer AM, Turner VL, Hinostroza V, Bäumler K, Chin AS, Burris NS, Miller DC, Fischbein MP, and Fleischmann D
- Subjects
- Humans, Observer Variation, Reproducibility of Results, Retrospective Studies, Aorta, Aortic Dissection diagnostic imaging
- Abstract
Objectives: Establishing the reproducibility of expert-derived measurements on CTA exams of aortic dissection is clinically important and paramount for ground-truth determination for machine learning., Methods: Four independent observers retrospectively evaluated CTA exams of 72 patients with uncomplicated Stanford type B aortic dissection and assessed the reproducibility of a recently proposed combination of four morphologic risk predictors (maximum aortic diameter, false lumen circumferential angle, false lumen outflow, and intercostal arteries). For the first inter-observer variability assessment, 47 CTA scans from one aortic center were evaluated by expert-observer 1 in an unconstrained clinical assessment without a standardized workflow and compared to a composite of three expert-observers (observers 2-4) using a standardized workflow. A second inter-observer variability assessment on 30 out of the 47 CTA scans compared observers 3 and 4 with a constrained, standardized workflow. A third inter-observer variability assessment was done after specialized training and tested between observers 3 and 4 in an external population of 25 CTA scans. Inter-observer agreement was assessed with intraclass correlation coefficients (ICCs) and Bland-Altman plots., Results: Pre-training ICCs of the four morphologic features ranged from 0.04 (-0.05 to 0.13) to 0.68 (0.49-0.81) between observer 1 and observers 2-4 and from 0.50 (0.32-0.69) to 0.89 (0.78-0.95) between observers 3 and 4. ICCs improved after training ranging from 0.69 (0.52-0.87) to 0.97 (0.94-0.99), and Bland-Altman analysis showed decreased bias and limits of agreement., Conclusions: Manual morphologic feature measurements on CTA images can be optimized resulting in improved inter-observer reliability. This is essential for robust ground-truth determination for machine learning models., Key Points: • Clinical fashion manual measurements of aortic CTA imaging features showed poor inter-observer reproducibility. • A standardized workflow with standardized training resulted in substantial improvements with excellent inter-observer reproducibility. • Robust ground truth labels obtained manually with excellent inter-observer reproducibility are key to develop reliable machine learning models., (© 2022. The Author(s), under exclusive licence to European Society of Radiology.)
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- 2023
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25. Registry of Aortic Diseases to Model Adverse Events and Progression (ROADMAP) in Uncomplicated Type B Aortic Dissection: Study Design and Rationale.
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Mastrodicasa D, Willemink MJ, Turner VL, Hinostroza V, Codari M, Hanneman K, Ouzounian M, Ocazionez Trujillo D, Afifi RO, Hedgire S, Burris NS, Yang B, Lacomis JM, Gleason TG, Pacini D, Folesani G, Lovato L, Hinzpeter R, Alkadhi H, Stillman AE, Chen EP, van Kuijk SMJ, Schurink GWH, Sailer AM, Bäumler K, Miller DC, Fischbein MP, and Fleischmann D
- Abstract
Purpose: To describe the design and methodological approach of a multicenter, retrospective study to externally validate a clinical and imaging-based model for predicting the risk of late adverse events in patients with initially uncomplicated type B aortic dissection (uTBAD)., Materials and Methods: The Registry of Aortic Diseases to Model Adverse Events and Progression (ROADMAP) is a collaboration between 10 academic aortic centers in North America and Europe. Two centers have previously developed and internally validated a recently developed risk prediction model. Clinical and imaging data from eight ROADMAP centers will be used for external validation. Patients with uTBAD who survived the initial hospitalization between January 1, 2001, and December 31, 2013, with follow-up until 2020, will be retrospectively identified. Clinical and imaging data from the index hospitalization and all follow-up encounters will be collected at each center and transferred to the coordinating center for analysis. Baseline and follow-up CT scans will be evaluated by cardiovascular imaging experts using a standardized technique., Results: The primary end point is the occurrence of late adverse events, defined as aneurysm formation (≥6 cm), rapid expansion of the aorta (≥1 cm/y), fatal or nonfatal aortic rupture, new refractory pain, uncontrollable hypertension, and organ or limb malperfusion. The previously derived multivariable model will be externally validated by using Cox proportional hazards regression modeling., Conclusion: This study will show whether a recent clinical and imaging-based risk prediction model for patients with uTBAD can be generalized to a larger population, which is an important step toward individualized risk stratification and therapy. Keywords: CT Angiography, Vascular, Aorta, Dissection, Outcomes Analysis, Aortic Dissection, MRI, TEVAR© RSNA, 2022See also the commentary by Rajiah in this issue., Competing Interests: Disclosures of conflicts of interest: D.M. Research grant from the National Institute of Biomedical Imaging and Bioengineering (no. 5T32EB009035); consulting fees from Segmed; stock or stock options in Segmed; member of Radiology: Cardiothoracic Imaging trainee editorial board. M.J.W. Postdoctoral Fellowship Award (no. 18POST34030192) from the American Heart Association, payments to author’s institution; consulting fees from Segmed; payment from GLG, AlphaInsight, and Guidepoint for expert testimony; leadership or fiduciary role in the Society of Cardiovascular Computed Tomography, unpaid; stock or stock options in Segmed. V.L.T. Shareholder of Segmed stock or stock options. V.H. No relevant relationships. M.C. Postdoctoral Fellowship Award (no. 826389) from the American Heart Association; payment or honoraria from FASTeR as lecturer for research methodology course; owner of stock options in Arterys; employee of Arterys. K.H. Payment or honoraria from Sanofi Genzyme and Amicus for lectures, presentations, speakers bureaus, manuscript writing, or educational events; participation on a Data Safety Monitoring Board or Advisory Board for Sanofi Genzyme; associate editor for Radiology: Cardiothoracic Imaging. M.O. No relevant relationships. D.O.T. No relevant relationships. R.O.A. Consultant for Medtronic and EndoRon; member of the Society for Vascular Surgery (SVS) Diversity Equity and Inclusion Committee and council member of the SVS Young Surgeon Section; shareholder for EndoRon and Voythus. S.H. No relevant relationships. N.S.B. Radiological Society of North America Research Scholar Grant (no. RSCH1801); entitled to royalties related to licensure of intellectual property to Imbio; patents planned, issued, or pending for U.S. patent number 10,896,507, Techniques of Deformation Analysis for Quantification of Vascular Enlargement in Aneurysmal Disease. B.Y. Honoraria from seminar hosted by Medtronic. J.M.L. Honoraria from Cardiovascular Institute of Philadelphia. T.G.G. No relevant relationships. D.P. No relevant relationships. G.F. No relevant relationships. L.L. Participation on the Medtronic Thoracic Hostile Neck Club Advisory Board, Barcelona, December 20, 2021. R.H. No relevant relationships. H.A. No relevant relationships. A.E.S. Member of Radiology: Cardiothoracic Imaging editorial board. E.C. No relevant relationships. S.M.J.v.K. No relevant relationships. G.W.H.S. No relevant relationships. A.M.S. No relevant relationships. K.B. No relevant relationships. D.C.M. No relevant relationships. M.P.F. No relevant relationships. D.F. Deputy editor for Radiology: Cardiothoracic Imaging., (© 2022 by the Radiological Society of North America, Inc.)
- Published
- 2022
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26. COVID-19 pneumonia chest radiographic severity score: variability assessment among experienced and in-training radiologists and creation of a multireader composite score database for artificial intelligence algorithm development.
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van Assen M, Zandehshahvar M, Maleki H, Kiarashi Y, Arleo T, Stillman AE, Filev P, Davarpanah AH, Berkowitz EA, Tigges S, Lee SJ, Vey BL, Adibi A, and De Cecco CN
- Subjects
- Algorithms, Artificial Intelligence, Humans, Male, Middle Aged, Radiography, Thoracic, Radiologists, Retrospective Studies, COVID-19 diagnostic imaging
- Abstract
Objective: The purpose was to evaluate reader variability between experienced and in-training radiologists of COVID-19 pneumonia severity on chest radiograph (CXR), and to create a multireader database suitable for AI development., Methods: In this study, CXRs from polymerase chain reaction positive COVID-19 patients were reviewed. Six experienced cardiothoracic radiologists and two residents classified each CXR according to severity. One radiologist performed the classification twice to assess intraobserver variability. Severity classification was assessed using a 4-class system: normal (0), mild (1), moderate (2), and severe (3). A median severity score (Rad Med) for each CXR was determined for the six radiologists for development of a multireader database (XCOMS). Kendal Tau correlation and percentage of disagreement were calculated to assess variability., Results: A total of 397 patients (1208 CXRs) were included (mean age, 60 years SD ± 1), 189 men). Interobserver variability between the radiologists ranges between 0.67 and 0.78. Compared to the Rad Med score, the radiologists show good correlation between 0.79-0.88. Residents show slightly lower interobserver agreement of 0.66 with each other and between 0.69 and 0.71 with experienced radiologists. Intraobserver agreement was high with a correlation coefficient of 0.77. In 220 (18%), 707 (59%), 259 (21%) and 22 (2%) CXRs there was a 0, 1, 2 or 3 class-difference. In 594 (50%) CXRs the median scores of the residents and the radiologists were similar, in 578 (48%) and 36 (3%) CXRs there was a 1 and 2 class-difference., Conclusion: Experienced and in-training radiologists demonstrate good inter- and intraobserver agreement in COVID-19 pneumonia severity classification. A higher percentage of disagreement was observed in moderate cases, which may affect training of AI algorithms., Advances in Knowledge: Most AI algorithms are trained on data labeled by a single expert. This study shows that for COVID-19 X-ray severity classification there is significant variability and disagreement between radiologist and between residents.
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- 2022
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27. Pericoronary adipose tissue attenuation is "all the rage" around the vessel wall.
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Raggi P and Stillman AE
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- Adipose Tissue pathology, Coronary Angiography methods, Humans, Inflammation pathology, Lipids, Spectroscopy, Near-Infrared, Computed Tomography Angiography methods, Plaque, Atherosclerotic pathology
- Published
- 2022
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28. Feasibility of Hepatic T1-Mapping and Extracellular Volume Quantification on Routine Cardiac Magnetic Resonance Imaging in Patients with Infiltrative and Systemic Disorders.
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Dolan RS, Stillman AE, and Davarpanah AH
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- Adult, Aged, Contrast Media, Feasibility Studies, Female, Fibrosis, Humans, Liver pathology, Magnetic Resonance Imaging methods, Magnetic Resonance Imaging, Cine methods, Male, Middle Aged, Predictive Value of Tests, Retrospective Studies, Amyloidosis diagnostic imaging, Cardiomyopathies diagnostic imaging
- Abstract
Rationale and Objectives: Cardiac magnetic resonance imaging (CMR) is commonly obtained to evaluate for myocardial infiltrative disorders and fibrosis. Pre- and post-Gadolinium contrast T1-mapping sequences are employed to estimate interstitial expansion using extracellular volume fraction (ECV). Given the proximity of the liver to the heart, T1 and ECV quantification of the liver is feasible on CMR. The purpose of this study was to evaluate for hepatic measures of fibrosis and interstitial expansion in patients with amyloidosis or systemic disease on CMR., Materials and Methods: Myocardial and hepatic native T1 values were measured retrospectively using a cardiac short axis modified Look-Locker inversion recovery sequence. Myocardial and hepatic ECV were calculated using pre- and post-contrast T1 and blood pool values according to the following formula: ECV = (Δ(1/T1) myocardium or liver and/or Δ(1/T1) blood)x(1 - hematocrit). Patients were divided into three cohorts by final diagnosis: amyloidosis, systemic disease (e.g. sarcoid, scleroderma), and controls (EF > 50, no ischemia)., Results: Of the 135 patients who underwent CMR, 22 had cardiac amyloidosis (age 59.9 ± 12.6 yrs, 41% female), 20 had systemic disease (age 50.9 ± 13.4 yrs, 35% female), and 93 were controls (age 49.5 ± 17.3 yrs, 50% female). Myocardial T1 and ECV values were highest for patients with amyloid, second highest for systemic disease, and least for controls (T1: 1169 ± 92 vs 1101 ± 53 vs 1027 ± 73 ms, p < 0.0001; ECV: 0.47 ± 0.11 vs 0.31 ± 0.05 vs 0.27 ± 0.04, p < 0.0001). Hepatic T1 and ECV were similarly higher in patients with amyloid and systemic disease compared to controls (T1: 646 ± 101 vs 660 ± 93 vs 595 ± 58 ms, p < 0.0001; ECV: 0.38 ± 0.08 vs 0.37 ± 0.05 vs 0.31 ± 0.03, p < 0.0001). There was a positive correlation between hepatic T1 and ECV (R
2 = 0.282, p < 0.0001). No patients had abnormal liver function tests or clinical liver disease., Conclusion: Hepatic ECV quantification on CMR in patients with amyloidosis and systemic disorders is feasible. Further longitudinal investigation regarding detection of early or subclinical liver disease is warranted., (Copyright © 2021 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.)- Published
- 2022
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29. Evaluating the Performance of a Convolutional Neural Network Algorithm for Measuring Thoracic Aortic Diameters in a Heterogeneous Population.
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Monti CB, van Assen M, Stillman AE, Lee SJ, Hoelzer P, Fung GSK, Secchi F, Sardanelli F, and De Cecco CN
- Abstract
The purpose of this work was to assess the performance of a convolutional neural network (CNN) for automatic thoracic aortic measurements in a heterogeneous population. From June 2018 to May 2019, this study retrospectively analyzed 250 chest CT scans with or without contrast enhancement and electrocardiographic gating from a heterogeneous population with or without aortic pathologic findings. Aortic diameters at nine locations and maximum aortic diameter were measured manually and with an algorithm (Artificial Intelligence Rad Companion Chest CT prototype, Siemens Healthineers) by using a CNN. A total of 233 examinations performed with 15 scanners from three vendors in 233 patients (median age, 65 years [IQR, 54-72 years]; 144 men) were analyzed: 68 (29%) without pathologic findings, 72 (31%) with aneurysm, 51 (22%) with dissection, and 42 (18%) with repair. No evidence of a difference was observed in maximum aortic diameter between manual and automatic measurements ( P = .48). Overall measurements displayed a bias of -1.5 mm and a coefficient of repeatability of 8.0 mm at Bland-Altman analyses. Contrast enhancement, location, pathologic finding, and positioning inaccuracy negatively influenced reproducibility ( P < .003). Sites with dissection or repair showed lower agreement than did sites without. The CNN performed well in measuring thoracic aortic diameters in a heterogeneous multivendor CT dataset. Keywords: CT, Vascular, Aorta © RSNA, 2022., Competing Interests: Disclosures of Conflicts of Interest: C.B.M. No relevant relationships. M.v.A. AI algorithms were provided by Siemens. A.E.S. Editorial board member of Radiology: Cardiothoracic Imaging. S.J.L. No relevant relationships. P.H. Employee of Siemens Healthineers; stock shares in Siemens Healthineers. G.S.K.F. Employee of Siemens Healthineers; stock/stock options in Siemens Healthineers. F. Secchi No relevant relationships. F. Sardanelli Grants to institution from Bayer and General Electric; member of speakers’ bureau and of advisory group for General Electric, Bayer, and Bracco (honoraria paid to author); support for attending meetings/travel from Bayer, Bracco, and General Electric; equipment to hospital from General Electric. C.N.D.C. Institutional research support from Siemens., (2022 by the Radiological Society of North America, Inc.)
- Published
- 2022
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30. Season and clinical factors influence epicardial adipose tissue attenuation measurement on computed tomography and may hamper its utilization as a risk marker.
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Archer JM, Raggi P, Amin SB, Zhang C, Gadiyaram V, and Stillman AE
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- Adipose Tissue diagnostic imaging, Coronary Angiography, Female, Humans, Male, Retrospective Studies, Risk Factors, Seasons, Tomography, X-Ray Computed, Coronary Artery Disease diagnostic imaging, Pericardium diagnostic imaging
- Abstract
Background and Aims: A small difference in epicardial adipose tissue (EAT) attenuation measured on computed tomography (CT) imaging has been reported between patients who suffered coronary events and event-free patients. EAT consists of beige adipose tissue functionally similar to brown adipose tissue and its attenuation may be affected by seasonal temperature variations and clinical factors., Methods: We retrospectively measured EAT attenuation on cardiac CT in 597 patients submitted to cardiac CT imaging for coronary artery calcium scoring. All scans were performed on the same CT scanner during the summer (June, July, August) or winter (December, January, February) months. EAT attenuation in Hounsfield units (HU) was assessed near the proximal right coronary artery in an area free of artifacts. For comparison, subcutaneous adipose tissue (SCAT) attenuation was measure along the midaxillary line., Results: The clinical and demographic characteristics of patients scanned during the summer (N = 253) and the winter (N = 344) months were similar. One third of patients were women, one quarter used statins and anti-hypertensive drugs and 30% were obese. The EAT attenuation was significantly lower during the summer than the winter months (-98.17 ± 6.94 HUs vs -95.64 ± 7.99 HUs; p<0.001). Sex, white race, body mass index, diabetes status, treatment with statins and anti-hypertensive agents significantly modulated the seasonal variation in EAT attenuation. SCAT attenuation was not affected by season or other factors., Conclusions: The measurement of EAT attenuation is complex and is affected by season, demographic and clinical factors. These factors may hinder the utilization of EAT attenuation as a biomarker of cardiovascular risk., (Copyright © 2021 Elsevier B.V. All rights reserved.)
- Published
- 2021
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31. Can the degree of coronary collateralization be used in clinical routine as a valid angiographic parameter of viability?
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Pirnat M, Stillman AE, Rienmueller R, Noc M, Gorenjak M, and Šeruga T
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- Aged, Chronic Disease, Coronary Occlusion pathology, Coronary Occlusion physiopathology, Coronary Vessels physiopathology, Female, Fibrosis, Humans, Male, Middle Aged, Predictive Value of Tests, Reproducibility of Results, Retrospective Studies, Tissue Survival, Collateral Circulation, Coronary Angiography, Coronary Circulation, Coronary Occlusion diagnostic imaging, Coronary Vessels diagnostic imaging, Magnetic Resonance Imaging, Cine, Myocardium pathology
- Abstract
The success rate of percutaneous coronary artery intervention (PCI) of chronic total occlusion (CTO) lesions have increased in the recent years. However, improvement of function is only possible when significant myocardial viability is present. One of the most important factors of maintaining myocardial viability is the opening and development of collaterals. Our hypothesis was that with a higher degree of collaterals more viable myocardium is present. In 38 patients we compared the degree of collaterals, evaluated with a conventional coronary angiogram (CCA) and graded by the Rentrop classification to transmural extent of the scar obtained in a viability study with magnetic resonance (MRI). We found a statistically significant association of the degree of collaterals determined with Rentrop method and transmural extent of the scar as measured by CMR (p = 0.001; Tau = -0.144). Additionally, associations showed an increase in the ratio between viable vs. non-viable myocardium with the degree of collaterals. Our study suggests that it may be beneficial to routinely grade the collaterals at angiography in patients with CTO as an assessment of myocardial viability.
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- 2021
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32. Eicosopenthaenoic acid: Gnawing at the perivascular adipose tissue.
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Raggi P and Stillman AE
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- Adipose Tissue, Humans, Eicosapentaenoic Acid, Plaque, Atherosclerotic
- Published
- 2021
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33. Coronary Computed Tomography Angiography Compared With Single Photon Emission Computed Tomography Myocardial Perfusion Imaging as a Guide to Optimal Medical Therapy in Patients Presenting With Stable Angina: The RESCUE Trial.
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Stillman AE, Gatsonis C, Lima JAC, Liu T, Snyder BS, Cormack J, Malholtra V, Schnall MD, Udelson JE, Hoffmann U, and Woodard PK
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- Adult, Angina, Stable classification, Angina, Stable diagnosis, Cardiovascular Diseases epidemiology, Computed Tomography Angiography statistics & numerical data, Coronary Angiography methods, Coronary Artery Disease therapy, Death, Female, Humans, Male, Middle Aged, Myocardial Infarction diagnostic imaging, Myocardial Infarction epidemiology, Myocardial Perfusion Imaging statistics & numerical data, Percutaneous Coronary Intervention methods, Percutaneous Coronary Intervention statistics & numerical data, Tomography, Emission-Computed, Single-Photon statistics & numerical data, Angina, Stable therapy, Computed Tomography Angiography methods, Coronary Artery Disease diagnostic imaging, Myocardial Perfusion Imaging methods, Tomography, Emission-Computed, Single-Photon methods
- Abstract
Background The RESCUE (Randomized Evaluation of Patients with Stable Angina Comparing Utilization of Noninvasive Examinations) trial was a randomized, controlled, multicenter, comparative efficacy outcomes trial designed to assess whether initial testing with coronary computed tomographic angiography (CCTA) is noninferior to single photon emission computed tomography (SPECT) myocardial perfusion imaging in directing patients with stable angina to optimal medical therapy alone or optimal medical therapy with revascularization. Methods and Results The end point was first major adverse cardiovascular event (MACE) (cardiac death or myocardial infarction), or revascularization. Noninferiority margin for CCTA was set a priori as a hazard ratio (HR) of 1.3 (95% CI=0, 1.605). One thousand fifty participants from 44 sites were randomized to CCTA (n=518) or SPECT (n=532). Mean follow-up time was 16.2 (SD 7.9) months. There were no cardiac-related deaths. In patients with a negative CCTA there was 1 acute myocardial infarction; in patients with a negative SPECT examination there were 2 acute myocardial infarctions; and for positive CCTA and SPECT, 1 acute myocardial infarction each. Participants in the CCTA arm had a similar rate of MACE or revascularization compared with those in the SPECT myocardial perfusion imaging arm, (HR, 1.03; 95% CI=0.61-1.75) ( P =0.19). CCTA segment involvement by a stenosis of ≥50% diameter was a better predictor of MACE and revascularization at 1 year ( P =0.02) than the percent reversible defect size by SPECT myocardial perfusion imaging. Four (1.2%) patients with negative CCTA compared with 14 (3.2%) with negative SPECT had MACE or revascularization ( P =0.03). Conclusions There was no difference in outcomes of patients who had stable angina and who underwent CCTA in comparison to SPECT as the first imaging test directing them to optimal medical therapy alone or with revascularization. CCTA was a better predictor of MACE and revascularization. Registration Information URL: https://www.clinicaltrials.gov/. Identifier: NCT01262625.
- Published
- 2020
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34. SCOT-HEART trial: reshuffling our approach to stable ischemic heart disease.
- Author
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Amin SB and Stillman AE
- Subjects
- Computed Tomography Angiography, Coronary Angiography, Humans, Coronary Artery Disease, Coronary Stenosis, Fractional Flow Reserve, Myocardial, Myocardial Ischemia
- Abstract
The role of diagnostic testing in triaging patients with stable ischemic heart disease continues to evolve towards recognizing the benefits of coronary CT angiography (CCTA) over functional testing. The SCOT-HEART (Scottish Computed Tomography of the HEART) trial highlights this paradigm shift finding a significant reduction of death from coronary heart disease or non-fatal myocardial infarction without a significant increased rate of invasive coronary angiography over a 5 year follow-up period when implementing CCTA with standard care vs standard care alone. The better negative predictive value and ability to identify nonobstructive coronary artery disease to optimize medical therapy highlight the benefits of a CCTA first strategy. With the advent of noninvasive fractional flow reserve (FFR) and widespread availability and ease of CT, CCTA continues to establish itself as a pivotal diagnostic exam for patients with stable ischemic heart disease. In this commentary, we review the SCOT-HEART trial and its impact on CCTA for patients with stable ischemic heart disease.
- Published
- 2020
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35. Novel imaging biomarkers: epicardial adipose tissue evaluation.
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Monti CB, Codari M, De Cecco CN, Secchi F, Sardanelli F, and Stillman AE
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- Adipose Tissue, Beige physiology, Biomarkers, Coronary Artery Disease etiology, Coronary Vessels diagnostic imaging, Cytokines metabolism, Echocardiography, Heart diagnostic imaging, Humans, Magnetic Resonance Imaging methods, Reproducibility of Results, Tomography, X-Ray Computed methods, Adipose Tissue, Beige diagnostic imaging, Myocardium, Pericardium diagnostic imaging
- Abstract
Epicardial adipose tissue (EAT) is a metabolically activated beige adipose tissue, non-homogeneously surrounding the myocardium. Physiologically, EAT regulates toxic fatty acids, protects the coronary arteries against mechanical strain, regulates proinflammatory cytokines, stimulates the production of nitric oxide, reduces oxidative stress, and works as a thermogenic source against hypothermia. Conversely, EAT has pathologic paracrine interactions with the surrounded vessels, and might favour the onset of atrial fibrillation. In addition, initial atherosclerotic lesions can promote inflammation and trigger the EAT production of cytokines increasing vascular inflammation, which, in turn, may help the development of collateral vessels but also of self-stimulating, dysregulated inflammatory process, increasing coronary artery disease severity. Variations in EAT were also linked to metabolic syndrome. Echocardiography first estimated EAT measuring its thickness on the free wall of the right ventricle but does not allow accurate volumetric EAT estimates. Cardiac CT (CCT) and cardiac MR (CMR) allow for three-dimensional EAT estimates, the former showing higher spatial resolution and reproducibility but being limited by radiation exposure and long segmentation times, the latter being radiation-free but limited by lower spatial resolution and reproducibility, higher cost, and difficulties for obese patients. EAT radiodensity at CCT could to be related to underlying metabolic processes. The correlation between EAT and response to certain pharmacological therapies has also been investigated, showing promising results. In the future, semi-automatic or fully automatic techniques, machine/deep-learning methods, if validated, will facilitate research for various EAT measures and may find a place in CCT/CMR reporting.
- Published
- 2020
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36. Repaired Congenital Heart Disease in Older Children and Adults: Up-to-Date Practical Assessment and Characteristic Imaging Findings.
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Gadiyaram VK, Monti CB, Sahu A, Filev PD, Muscogiuri G, Secchi F, Sardanelli F, Stillman AE, and De Cecco CN
- Subjects
- Adolescent, Adult, Humans, Young Adult, Heart Defects, Congenital diagnostic imaging, Heart Defects, Congenital surgery, Magnetic Resonance Imaging methods, Tomography, X-Ray Computed methods
- Abstract
Because of a recent increase in survival rates and life expectancy of patients with congenital heart disease (CHD), radiologists are facing new challenges when imaging the peculiar anatomy of individuals with repaired CHD. Cardiac computed tomography and magnetic resonance are paramount noninvasive imaging tools that are useful in assessing patients with repaired CHD, and both techniques are increasingly performed in centers where CHD is not the main specialization. This review provides general radiologists with insight into the main issues of imaging patients with repaired CHD, and the most common findings and complications of each individual pathology and its repair., Competing Interests: Disclosure C.N. De Cecco receives institutional research support and/or honorarium as speaker from Siemens and Bayer. F. Sardanelli received institutional research support and honorarium as speaker from Bracco, Bayer, and General Electric. The other authors have no conflicts of interest to disclose., (Copyright © 2020 Elsevier Inc. All rights reserved.)
- Published
- 2020
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37. Cardiovascular imaging 2019 in the International Journal of Cardiovascular Imaging.
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Reiber JHC, Pereira GTR, Dallan LAP, Bezerra HG, De Sutter J, Stillman AE, Van de Veire NRL, and Lotz J
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- Animals, Humans, Biomedical Research, Cardiovascular Diseases diagnostic imaging, Periodicals as Topic
- Published
- 2020
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38. Chewing the Fat on Atrial Fibrillation.
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Stillman AE
- Abstract
Competing Interests: Disclosures of Conflicts of Interest: A.E.S. disclosed no relevant relationships.
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- 2020
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39. Retrospective Comparative Analysis of Computed Tomography Findings of Acute and Chronic Aortic Dissections and Intramural Hematomas.
- Author
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Mendoza D, Terpenning S, Verma S, Stillman AE, Leshnower BG, and Little BP
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- Adult, Aged, Aged, 80 and over, Aorta, Thoracic diagnostic imaging, Diagnosis, Differential, Female, Humans, Male, Middle Aged, Reproducibility of Results, Retrospective Studies, Aortic Dissection diagnostic imaging, Computed Tomography Angiography methods, Hematoma diagnostic imaging
- Abstract
Purpose: The objective of this study was to assess the reliability of ancillary imaging findings in distinguishing acute from chronic aortic dissection (AD) and intramural hematoma (IMH) using computed tomography angiography (CTA)., Materials and Methods: Two radiologists specializing in cardiothoracic and vascular imaging reviewed paired CTAs of patients with AD or IMH who underwent CTA in the acute (within 24 h of presentation) and chronic settings. The radiologists were blinded to the temporal order of the CTAs. Minimum and maximum flap thicknesses and presence or absence of pleural effusion, pericardial effusion, mediastinal hematoma or fat standing, and mediastinal lymphadenopathy were recorded., Results: Patients included 25 male individuals and 13 female individuals with a mean age of 59 years (range: 34 to 87 y). The group included 29 AD and 9 IMH cases. The median interval between the paired CTs was 542 days (range: 100 to 2533 d). Respectively, the mean minimum flap thicknesses in the acute and chronic AD were 1.3 and 1.4 mm (P=0.3), and the mean maximum flap thicknesses were 2.7 and 2.9 mm (P=0.29). The incidences of ancillary findings in acute and chronic AD and IMH were as follows: pleural effusion (55% vs. 37%, P=0.143), pericardial effusion (8% vs. 11%, P=1.0), lymphadenopathy (47% vs. 47%, P=1.0), and periaortic fat stranding (87% vs. 76%, P=0.344)., Conclusions: Ancillary CT imaging findings traditionally ascribed to acute AD and IMH are also often found in the chronic setting and are not reliable indicators of acuity. Flap thickness in AD may not be a reliable imaging indicator of acuity of AD.
- Published
- 2019
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40. Long-Term Prognostic Value of Stress Perfusion Cardiovascular Magnetic Resonance Imaging.
- Author
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Filev PD and Stillman AE
- Abstract
Purpose of Review: The purpose of this review is to analyze the long-term prognostic value of stress perfusion cardiovascular magnetic resonance (CMR) in patients with suspected or known coronary artery disease (CAD)., Recent Findings: Stress perfusion CMR provides high diagnostic accuracy for detection of CAD, with high sensitivity and relatively lower specificity. A normal stress perfusion CMR examination is highly predictive of overall low patient risk. Conversely, abnormal stress perfusion CMR results are associated with mortality and increased risk for adverse cardiac-related events. Stress perfusion CMR is a useful and robust tool for risk reclassification across different CAD risk categories, and most significant for patients of intermediate risk. Stress CMR is reliable for excluding clinically significant coronary artery disease in patients presenting with low-risk acute chest pain. An ischemic burden threshold of less than 1.5 cardiac segments has been found to be most appropriate for safe deferral from revascularization therapy. A stress perfusion CMR-guided strategy has been shown to be noninferior compared to fractional flow reserve (FFR) for revascularization in patients with stable CAD. In clinical practice, CMR offers a multiplicity of useful techniques besides stress perfusion which may add significant prognostic value when combined with the findings of the stress test itself. Stress perfusion CMR is an accurate noninvasive diagnostic test for patients with suspected CAD and provides strong prognostic value across different risk categories.
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- 2019
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41. Cardiovascular imaging 2018 in the International Journal of Cardiovascular Imaging.
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Reiber JHC, Pereira GTR, Bezerra HG, De Sutter J, Schoenhagen P, Stillman AE, and Van de Veire NRL
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- Animals, Cardiovascular Diseases physiopathology, Cardiovascular Diseases therapy, Humans, Predictive Value of Tests, Prognosis, Reproducibility of Results, Cardiovascular Diseases diagnostic imaging
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- 2019
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42. Statins Reduce Epicardial Adipose Tissue Attenuation Independent of Lipid Lowering: A Potential Pleiotropic Effect.
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Raggi P, Gadiyaram V, Zhang C, Chen Z, Lopaschuk G, and Stillman AE
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- Adipose Tissue diagnostic imaging, Aged, Cohort Studies, Female, Humans, Middle Aged, Organ Size drug effects, Pericardium diagnostic imaging, Tomography, X-Ray Computed, Adipose Tissue anatomy & histology, Adipose Tissue drug effects, Atorvastatin pharmacology, Cholesterol blood, Hydroxymethylglutaryl-CoA Reductase Inhibitors pharmacology, Pericardium anatomy & histology, Pericardium drug effects, Pravastatin pharmacology
- Abstract
Background High epicardial adipose tissue (EAT) attenuation (Hounsfield units [ HUs] ) on computed tomography is considered a marker of inflammation and is associated with an increased risk of cardiovascular events. Statins reduce the volume of EAT , but it is unknown whether they affect EAT HUs . Methods and Results We reviewed the chest computed tomographic scans of 420 postmenopausal women randomized to either 80 mg of atorvastatin or 40 mg of pravastatin daily and rescanned after 1 year to measure change in coronary artery calcium score. EAT HUs were measured near the proximal right coronary artery and remote from any area of coronary artery calcium. Computed tomographic images were also queried for subcutaneous adipose tissue (SubQ) attenuation ( HUs ) change over time. The mean patients' age was 65±6 years. The baseline EAT HU value was higher than the SubQ HU value (-89.4±24.0 HU versus -123.3±30.4 HU ; P<0.001). The EAT HU value decreased significantly in the entire cohort (-5.4±29.7 HU [-6% change]; P<0.001), but equally in the patients given atorvastatin and pravastatin (-6.35+31 HU and -4.55+28 HU ; P=0.55). EAT HU change was not associated with change in total cholesterol, low-density lipoprotein cholesterol, coronary artery calcium, and EAT volume (all P=not significant). Change in high-density lipoprotein cholesterol was marginally associated with EAT HU change ( P=0.07). Statin treatment did not induce a change in SubQ HUs . Conclusions Statins induced a decrease in EAT HUs over time, independent of intensity of low-density lipoprotein cholesterol lowering. The positive effect on EAT and the neutral effect on SubQ suggest that statins induced a decrease in metabolic activity in EAT by reduction in cellularity, vascularity, or inflammation. The clinical significance of the observed change in EAT HUs remains to be demonstrated.
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- 2019
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43. Correction to: Imaging the myocardial ischemic cascade.
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Stillman AE, Oudkerk M, Bluemke DA, de Boer MJ, Bremerich J, Garcia EV, Gutberlet M, van der Harst P, Hundley WG, Jerosch-Herold M, Kuijpers D, Kwong RY, Nagel E, Lerakis S, Oshinski J, Paul JF, Slart RHJA, Thourani V, Vliegenthart R, and Wintersperger BJ
- Abstract
In the original publication of the article, the seventh author name "Matthias Gutberlet" has been misspelt.
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- 2018
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44. 2018 ACC/HRS/NASCI/SCAI/SCCT Expert Consensus Document on Optimal Use of Ionizing Radiation in Cardiovascular Imaging: Best Practices for Safety and Effectiveness.
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Hirshfeld JW Jr, Ferrari VA, Bengel FM, Bergersen L, Chambers CE, Einstein AJ, Eisenberg MJ, Fogel MA, Gerber TC, Haines DE, Laskey WK, Limacher MC, Nichols KJ, Pryma DA, Raff GL, Rubin GD, Smith D, Stillman AE, Thomas SA, Tsai TT, Wagner LK, Samuel Wann L, Januzzi JL Jr, Afonso LC, Everett B, Hernandez AF, Hucker W, Jneid H, Kumbhani D, Edward Marine J, Morris PB, Piana RN, Watson KE, and Wiggins BS
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- Benchmarking standards, Consensus, Evidence-Based Medicine standards, Humans, Patient Safety standards, Predictive Value of Tests, Radiation Exposure adverse effects, Radiation Exposure prevention & control, Risk Assessment, Risk Factors, Cardiac Imaging Techniques standards, Cardiovascular Diseases diagnostic imaging, Radiation Dosage, Radiation Exposure standards
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- 2018
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45. Imaging the myocardial ischemic cascade.
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Stillman AE, Oudkerk M, Bluemke DA, de Boer MJ, Bremerich J, Garcia EV, Gutberlet M, van der Harst P, Hundley WG, Jerosch-Herold M, Kuijpers D, Kwong RY, Nagel E, Lerakis S, Oshinski J, Paul JF, Slart RHJA, Thourani V, Vliegenthart R, and Wintersperger BJ
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- Angina Pectoris diagnostic imaging, Cardiac Imaging Techniques economics, Coronary Artery Disease complications, Coronary Artery Disease surgery, Cost-Benefit Analysis, Disease Progression, Endothelium, Vascular diagnostic imaging, Humans, Myocardial Infarction diagnostic imaging, Myocardial Infarction etiology, Myocardial Ischemia etiology, Cardiac Imaging Techniques methods, Coronary Artery Disease diagnostic imaging, Myocardial Ischemia diagnostic imaging
- Abstract
Non-invasive imaging plays a growing role in the diagnosis and management of ischemic heart disease from its earliest manifestations of endothelial dysfunction to myocardial infarction along the myocardial ischemic cascade. Experts representing the North American Society for Cardiovascular Imaging and the European Society of Cardiac Radiology have worked together to organize the role of non-invasive imaging along the framework of the ischemic cascade. The current status of non-invasive imaging for ischemic heart disease is reviewed along with the role of imaging for guiding surgical planning. The issue of cost effectiveness is also considered. Preclinical disease is primarily assessed through the coronary artery calcium score and used for risk assessment. Once the patient becomes symptomatic, other imaging tests including echocardiography, CCTA, SPECT, PET and CMR may be useful. CCTA appears to be a cost-effective gatekeeper. Post infarction CMR and PET are the preferred modalities. Imaging is increasingly used for surgical planning of patients who may require coronary artery bypass.
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- 2018
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46. On the data acquisition, image reconstruction, cone beam artifacts, and their suppression in axial MDCT and CBCT - A review.
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Tang X, Krupinski EA, Xie H, and Stillman AE
- Abstract
Purpose: In the clinic, computed tomography (CT) has evolved into an essential modality for diagnostic imaging by multidetector row CT (MDCT) and image guided intervention by cone beam CT (CBCT). Recognizing the increasing importance of axial MDCT/CBCT in clinical and preclinical applications, and the existence of CB artifacts in MDCT/CBCT images, we provide a review of CB artifacts' root causes, rendering mechanisms and morphology, and possible solutions for elimination and/or reduction of the artifacts., Methods: By examining the null space in Radon and Fourier domain, the root cause of CB artifacts (i.e., data insufficiency) in axial MDCT/CBCT is analytically investigated, followed by a review of the data sufficiency conditions and the "circle +" source trajectories. The rendering mechanisms and morphology of CB artifacts in axial MDCT/CBCT and their special cases (e.g., half/short scan and full scan with latitudinally displaced detector) are then analyzed, followed by a survey of the potential solutions to suppress the artifacts. The phenomenon of imaged zone indention and its variation over FBP, BPF/DBPF, two-pass and iterative CB reconstruction algorithms and/or schemes are discussed in detail., Results: An interdomain examination of the null space provides an insightful understanding of the root cause of CB artifacts in axial MDCT/CBCT. The decomposition of CB artifacts rendering mechanisms facilitates understanding of the artifacts' behavior under different conditions and the potential solutions to suppress them. An inspection of the imaged zone intention phenomenon provides guidance on the design and implementation of CB image reconstruction algorithms and schemes for CB artifacts suppression in axial MDCT/CBCT., Conclusions: With increasing importance of axial MDCT/CBCT in clinical and preclinical applications, this review article can update the community with in-depth information and clarification on the latest progress in dealing with CB artifacts and thus increase clinical/preclinical confidence., (© 2018 American Association of Physicists in Medicine.)
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- 2018
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47. Murray Baron, MD.
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Stillman AE and Steiner RM
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- 2018
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48. 2018 ACC/HRS/NASCI/SCAI/SCCT Expert Consensus Document on Optimal Use of Ionizing Radiation in Cardiovascular Imaging-Best Practices for Safety and Effectiveness, Part 2: Radiological Equipment Operation, Dose-Sparing Methodologies, Patient and Medical Personnel Protection: A Report of the American College of Cardiology Task Force on Expert Consensus Decision Pathways.
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Hirshfeld JW Jr, Ferrari VA, Bengel FM, Bergersen L, Chambers CE, Einstein AJ, Eisenberg MJ, Fogel MA, Gerber TC, Haines DE, Laskey WK, Limacher MC, Nichols KJ, Pryma DA, Raff GL, Rubin GD, Smith D, Stillman AE, Thomas SA, Tsai TT, Wagner LK, and Wann LS
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- Humans, Practice Guidelines as Topic, Radiation Dosage, Radiation Injuries prevention & control, Radiography adverse effects, Radionuclide Imaging adverse effects, Cardiac Imaging Techniques, Radiation Exposure, Radiation Injuries etiology, Radiography methods
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- 2018
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49. 2018 ACC/HRS/NASCI/SCAI/SCCT Expert Consensus Document on Optimal Use of Ionizing Radiation in Cardiovascular Imaging: Best Practices for Safety and Effectiveness: A Report of the American College of Cardiology Task Force on Expert Consensus Decision Pathways.
- Author
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Hirshfeld JW Jr, Ferrari VA, Bengel FM, Bergersen L, Chambers CE, Einstein AJ, Eisenberg MJ, Fogel MA, Gerber TC, Haines DE, Laskey WK, Limacher MC, Nichols KJ, Pryma DA, Raff GL, Rubin GD, Smith D, Stillman AE, Thomas SA, Tsai TT, Wagner LK, and Wann LS
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- Humans, Practice Guidelines as Topic, Radiation Dosage, Radionuclide Imaging adverse effects, Cardiac Imaging Techniques, Radiation Exposure, Radiation Injuries etiology, Radiography adverse effects
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- 2018
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50. 2018 ACC/HRS/NASCI/SCAI/SCCT Expert Consensus Document on Optimal Use of Ionizing Radiation in Cardiovascular Imaging-Best Practices for Safety and Effectiveness, Part 1: Radiation Physics and Radiation Biology: A Report of the American College of Cardiology Task Force on Expert Consensus Decision Pathways.
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Hirshfeld JW Jr, Ferrari VA, Bengel FM, Bergersen L, Chambers CE, Einstein AJ, Eisenberg MJ, Fogel MA, Gerber TC, Haines DE, Laskey WK, Limacher MC, Nichols KJ, Pryma DA, Raff GL, Rubin GD, Smith D, Stillman AE, Thomas SA, Tsai TT, Wagner LK, and Wann LS
- Subjects
- Humans, Occupational Exposure adverse effects, Practice Guidelines as Topic, Cardiac Imaging Techniques, Radiation Dosage, Radiation Exposure, Radiation Injuries etiology, Radiography adverse effects
- Published
- 2018
- Full Text
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