Publications

  1. Tariq A, Ramasamy G, Patel B, Banerjee I. Self-supervised learning for chest computed tomography: training strategies and effect on downstream applications. J Med Imaging (Bellingham). 2024 Nov; 11 (6):064003 Epub 2024 Nov 09
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  2. Correa-Medero RL, Jeong J, Patel B, Banerjee I, Abdul-Muhsin H. Automated Analysis of Split Kidney Function from CT Scans Using Deep Learning and Delta Radiomics. J Endourol. 2024 Aug; 38 (8):817-823 Epub 2024 May 16
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  3. Peng AW, Skye M, Jain SS, Dudum R, Maron DJ, Din N, Patel BN, Chaudhari AS, Sandhu AT, Rodriguez F. Sociodemographic Differences Among Patients Receiving Coronary Artery Calcium Imaging vs Nongated Chest Computed Tomography Imaging. JACC Adv. 2024 Jul; 3 (7):100963 Epub 2024 May 15
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  4. Wu C, Pai RK, Kosiorek H, Banerjee I, Pfeiffer A, Hagen CE, Hartley CP, Graham RP, Sonbol MB, Bekaii-Saab T, Xie H, Sinicrope FA, Patel B, Westerling-Bui T, Shivji S, Conner J, Swallow C, Savage P, Cyr DP, Kirsch R, Pai RK. Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC. Clin Cancer Res. 2024 May 1; 30 (9):1811-1821
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  5. Punn NS, Patel B, Banerjee I. Liver fibrosis classification from ultrasound using machine learning: a systematic literature review. Abdom Radiol (NY). 2024 Jan; 49 (1):69-80 Epub 2023 Nov 10
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  6. Correa R, Pahwa K, Patel B, Vachon CM, Gichoya JW, Banerjee I. Efficient adversarial debiasing with concept activation vector - Medical image case-studies. J Biomed Inform. 2024 Jan; 149:104548 Epub 2023 Dec 01
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  7. Parikh V, Tariq A, Patel B, Banerjee I. Comparative Analysis of Fusion Strategies for Imaging and Non-imaging Data - Use-case of Hospital Discharge Prediction. AMIA Jt Summits Transl Sci Proc. 2024; 2024:652-661 Epub 2024 May 31
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  8. Zambrano Chaves JM, Wentland AL, Desai AD, Banerjee I, Kaur G, Correa R, Boutin RD, Maron DJ, Rodriguez F, Sandhu AT, Rubin D, Chaudhari AS, Patel BN. Opportunistic assessment of ischemic heart disease risk using abdominopelvic computed tomography and medical record data: a multimodal explainable artificial intelligence approach. Sci Rep. 2023 Nov 29; 13 (1):21034
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  9. Jeong J, Wentland A, Mastrodicasa D, Fananapazir G, Wang A, Banerjee I, Patel BN. Synthetic dual-energy CT reconstruction from single-energy CT Using artificial intelligence. Abdom Radiol (NY). 2023 Nov; 48 (11):3537-3549 Epub 2023 Sept 04
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  10. Tariq A, Goddard K, Elugunti P, Piorkowski K, Staal J, Viramontes A, Banerjee I, Patel BN. Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters. Int J Med Inform. 2023 Nov; 179:105212 Epub 2023 Sept 14
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  11. Peng AW, Dudum R, Jain SS, Maron DJ, Patel BN, Khandwala N, Eng D, Chaudhari AS, Sandhu AT, Rodriguez F. Association of Coronary Artery Calcium Detected by Routine Ungated CT Imaging With Cardiovascular Outcomes. J Am Coll Cardiol. 2023 Sep 19; 82 (12):1192-1202
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  12. Jeong J, Chao CJ, Arsanjani R, Kim K, Pelkey MN, Chen YC, Ramzan RN, Elbahnasawy M, Sleem M, Ayoub C, Farina JMM, Grogan M, Kane GC, Patel BN, Oh JK, Banerjee I. Challenges and solutions of echocardiography generalization for deep learning: a study in patients with constrictive pericarditis. J Med Imaging (Bellingham). 2023 Sep; 10 (5):054502 Epub 2023 Oct 12
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  13. Banerjee I, Bhattacharjee K, Burns JL, Trivedi H, Purkayastha S, Seyyed-Kalantari L, Patel BN, Shiradkar R, Gichoya J. "Shortcuts" Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation. J Am Coll Radiol. 2023 Sep; 20 (9):842-851 Epub 2023 July 27
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  14. Peng A, Dudum R, Jain S, Maron D, Patel B, Khandwala N, Eng D, Chaudhari A, Sandhu A, Rodriguez F. Association of Incidental Coronary Artery Calcium with Cardiovascular Outcomes and Mortality Using Routine Non-ECG-Gated CTs. J Am Coll Cardiol (In press). 2023.
  15. Jiwoong J, Wetland A, Mastrodicasa D, Fananapazir G, Yano M, Menias C, Wang A, Banerjee I, Patel BN. Comparative Analysis of Pix2PixHD and CycleGAN for Synthetic Dual-Energy CT Reconstruction from Single-Energy CT. Abdom Radiol (In press). 2023.
  16. Tariq A, Patel BN, Sensakovic WF, Fahrenholtz SJ, Banerjee I. Opportunistic screening for low bone density using abdominopelvic computed tomography scans. Med Phys. 2023 Jul; 50 (7):4296-4307 Epub 2023 Feb 14
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  17. Zhang D, Neely B, Lo JY, Patel BN, Hyslop T, Gupta RT. Utility of a Rule-Based Algorithm in the Assessment of Standardized Reporting in PI-RADS. Acad Radiol. 2023 Jun; 30 (6):1141-1147 Epub 2022 July 28
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  18. Tariq A, Lancaster L, Elugunti P, Siebeneck E, Noe K, Borah B, Moriarty J, Banerjee I, Patel BN. Graph convolutional network-based fusion model to predict risk of hospital acquired infections. J Am Med Inform Assoc. 2023 May 19; 30 (6):1056-1067
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  19. Smith M, Young S, Tan N, Patel B, Yano M, Fananapazir G. Extratesticular Scrotal Masses and Pseudomasses. Radiographics. 2023 May; 43 (5):e220080
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  20. Correa R, Jeong JJ, Patel B, Trivedi H, Gichoya JW, Banerjee I. A robust two-step adversarial debiasing with partial learning: medical image case-studies. Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Medical Imaging. 2023 Apr; 12469:1246908.
  21. El Haji H, Ramasamy G, Patel BN, Sbihi N, Soudka A, Patel B, Ghogho M, Banerjee I. Evolution of breast cancer recurrence risk prediction: a systematic review of statistical and machine learning-based models. JCO Clinical Cancer Informatics (In press). 2023.
  22. Sandhu AT, Rodriguez F, Ngo S, Patel BN, Mastrodicasa D, Eng D, Khandwala N, Balla S, Sousa D, Maron DJ. Incidental Coronary Artery Calcium: Opportunistic Screening of Previous Nongated Chest Computed Tomography Scans to Improve Statin Rates (NOTIFY-1 Project). Circulation. 2023 Feb 28; 147 (9):703-714 Epub 2022 Nov 07
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  23. Barry T, Farina JM, Chao CJ, Ayoub C, Jeong J, Patel BN, Banerjee I, Arsanjani R. The Role of Artificial Intelligence in Echocardiography. J Imaging. 2023 Feb 20; 9 (2)
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  24. Li J, Chao CJ, Jeong JJ, Farina JM, Seri AR, Barry T, Newman H, Campany M, Abdou M, O'Shea M, Smith S, Abraham B, Hosseini SM, Wang Y, Lester S, Alsidawi S, Wilansky S, Steidley E, Rosenthal J, Ayoub C, Appleton CP, Shen WK, Grogan M, Kane GC, Oh JK, Patel BN, Arsanjani R, Banerjee I. Developing an Echocardiography-Based, Automatic Deep Learning Framework for the Differentiation of Increased Left Ventricular Wall Thickness Etiologies. J Imaging. 2023 Feb 18; 9(2).
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  25. Banerjee I, Davis MA, Vey BL, Mazaheri S, Khan F, Zavaletta V, Gerard R, Gichoya JW, Patel B. Natural Language Processing Model for Identifying Critical Findings-A Multi-Institutional Study. J Digit Imaging. 2023 Feb; 36 (1):105-113 Epub 2022 Nov 07
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  26. Tang S, Tariq A, Dunnmon JA, Sharma U, Elugunti P, Rubin DL, Patel BN, Banerjee I. Predicting 30-day all-cause hospital readmission using multimodal spatiotemporal graph neural networks. IEEE J Biomed Health Inform. 2023 Jan 13; PP [Epub ahead of print]
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  27. Tariq A, Su L, Patel B, Banerjee I. Prediction of Transfusion among In-patient Population using Temporal Pattern based Clinical Similarity Graphs. AMIA Annu Symp Proc. 2023; 2023:679-688 Epub 2024 Jan 11
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  28. Pai RK, Banerjee I, Shivji S, Jain S, Hartman D, Buchanan DD, Jenkins MA, Schaeffer DF, Rosty C, Como J, Phipps AI, Newcomb PA, Burnett-Hartman AN, Le Marchand L, Samadder NJ, Patel B, Swallow C, Lindor NM, Gallinger SJ, Grant RC, Westerling-Bui T, Conner J, Cyr DP, Kirsch R, Pai RK. Quantitative Pathologic Analysis of Digitized Images of Colorectal Carcinoma Improves Prediction of Recurrence-Free Survival. Gastroenterology. 2022 Dec; 163 (6):1531-1546.e8 Epub 2022 Aug 17
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  29. Shah A, Cohen K, Patel B, Dahiya N, Fananapazir G. Optimizing anxiolysis and analgesia for percutaneous intervention by the abdominal radiologist. Abdom Radiol (NY). 2022 Aug; 47 (8):2721-2729 Epub 2022 Jan 24
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  30. Carnahan MB, Kunzelman J, Kawashima A, Patel BN, Menias CO, Fananapazir G. Acquired cystic disease subtype renal cell carcinoma (ACD-RCC): prevalence and imaging features at a single institution. Abdom Radiol (NY). 2022 Aug; 47 (8):2858-2866 Epub 2022 June 08
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  31. Jason Jeong J, Patel B, Banerjee I. GAN augmentation for multiclass image classification using hemorrhage detection as a case-study. J Med Imaging (Bellingham). 2022 May; 9 (3):035504 Epub 2022 June 23
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  32. Schieda N, Oto A, Allen BC, Akin O, Barker SJ, Fulgham PF, Gettle LM, Maranchie JK, Patel BN, Schuster DM, Smith D, Turkbey IB, Lockhart ME, Expert Panel on Urological Imaging. ACR Appropriateness Criteria(R) Staging and Surveillance of Testicular Cancer: 2021 Update. J Am Coll Radiol. 2022 May; 19 (5S):S194-S207
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  33. Tariq A, Tang S, Sakhi H, Celi LA, Newsome JM, Rubin DL, Trivedi H, Gichoy JW, Patel B, Banerjee I. Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction. AMIA Annu Symp Proc. 2022; 2022:1052-1061 Epub 2023 Apr 29
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  34. Mastrodicasa D, Willemink MJ, Madhuripan N, Chima RS, Ho AA, Ding Y, Marin D, Patel BN. Diagnostic performance of single-phase dual-energy CT to differentiate vascular and nonvascular incidental renal lesions on portal venous phase: comparison with CT. Eur Radiol. 2021 Dec; 31 (12):9600-9611 Epub 2021 June 11
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  35. Jaggi A, Mastrodicasa D, Charville GW, Jeffrey RB Jr, Napel S, Patel B. Quantitative image features from radiomic biopsy differentiate oncocytoma from chromophobe renal cell carcinoma. J Med Imaging (Bellingham). 2021 Sep; 8 (5):054501 Epub 2021 Sept 07
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  36. Patel BN, Langlotz CP. Beyond the AJR: "Deep Learning Using Chest Radiographs to Identify High-Risk Smokers for Lung Cancer Screening Computed Tomography: Development and Validation of a Prediction Model". AJR Am J Roentgenol. 2021 Aug; 217 (2):521 Epub 2020 Dec 23
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  37. Hooper SM, Dunnmon JA, Lungren MP, Mastrodicasa D, Rubin DL, Re C, Wang A, Patel BN. Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network. Radiol Artif Intell. 2021 Jul; 3 (4):e200229 Epub 2021 Apr 28
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  38. Eng D, Chute C, Khandwala N, Rajpurkar P, Long J, Shleifer S, Khalaf MH, Sandhu AT, Rodriguez F, Maron DJ, Seyyedi S, Marin D, Golub I, Budoff M, Kitamura F, Takahashi MS, Filice RW, Shah R, Mongan J, Kallianos K, Langlotz CP, Lungren MP, Ng AY, Patel BN. Automated coronary calcium scoring using deep learning with multicenter external validation. NPJ Digit Med. 2021 Jun 1; 4 (1):88 Epub 2021 June 01
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  39. Li YL, Hyun D, Ducey-Wysling J, Durot I, DrHondt A, D'Hondt A, Patel BN, Dahl JJ. Real-time in-vivo imaging of human liver vasculature using coherent flow power Doppler: a pilot clinical study. IEEE Trans Ultrason Ferroelectr Freq Control. 2021 May 18; PP [Epub ahead of print]
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  40. Allen BC, Oto A, Akin O, Alexander LF, Froemming AT, Fulgham PF, Halpern DJ, Gettle LM, Maranchie JK, Patel BN, Patlas MN, Schieda N, Solanki A, Turkbey IB, Venkatesan AM, Yoo DC, Lockhart ME, Expert Panel on Urological Imaging. ACR Appropriateness Criteria(R) Post-Treatment Surveillance of Bladder Cancer: 2021 Update. J Am Coll Radiol 2021 May; 18 (5S):S126-S138
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  41. Mastrodicasa D, Willemink MJ, Duran C, Pizzi AD, Hinostroza V, Molvin L, Khalaf M, Jeffrey RB, Patel BN. Non-invasive assessment of cirrhosis using multiphasic dual-energy CT iodine maps: correlation with model for end-stage liver disease score. Abdom Radiol (NY). 2021 May; 46 (5):1931-1940 Epub 2020 Nov 19
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  42. Eyuboglu S, Angus G, Patel BN, Pareek A, Davidzon G, Long J, Dunnmon J, Lungren MP. Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT. Nat Commun. 2021 Mar 25; 12 (1):1880
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  43. Balla S, Sanders M, Rodriguez F, Patel BN, Eng D, Khandwala N, Sandhu A, Maron D. Characterization of incidental coronary artery calcification on non-gated chest CT scans. J Am Coll Cardiol. 2020 Mar; 75(11 Suppl 1):1806.
  44. Schwartz FR, Khawaja RDA, Marin D, Patel BN, Gray AL, Reynolds JM, Koweek LH. Split-Bolus, Single-Acquisition, Dual-Phase Abdominopelvic CT Angiography for the Evaluation of Lung Transplant Candidates: Image Quality and Resource Utilization. AJR Am J Roentgenol. 2020 Dec; 215 (6):1520-1527 Epub 2020 Oct 14
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  45. Venkatesan AM, Oto A, Allen BC, Akin O, Alexander LF, Chong J, Froemming AT, Fulgham PF, Goldfarb S, Gettle LM, Maranchie JK, Patel BN, Schieda N, Schuster DM, Turkbey IB, Lockhart ME, Expert Panel on Urological Imaging. ACR Appropriateness Criteria(R) Recurrent Lower Urinary Tract Infections in Females. J Am Coll Radiol. 2020 Nov; 17 (11S):S487-S496
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  46. Ding Y, Marin D, Vernuccio F, Gonzalez F, Williamson HV, Becker HC, Patel BN, Solomon J, Ramirez-Giraldo JC, Samei E, Nelson RC, Meyer M. Variability of quantitative measurements of metastatic liver lesions: a multi-radiation-dose-level and multi-reader comparison. Abdom Radiol (NY). 2020 Jun 10 Epub 2020 June 10
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  47. Patel BN, Boltyenkov AT, Martinez MG, Mastrodicasa D, Marin D, Jeffrey RB, Chung B, Pandharipande P, Kambadakone A. Cost-effectiveness of dual-energy CT versus multiphasic single-energy CT and MRI for characterization of incidental indeterminate renal lesions. Abdom Radiol (NY). 2020 Jun; 45 (6):1896-1906
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  48. Bakr S, Gevaert O, Patel BN, Kesselman A, Shah R, Napel S, Kothary N. Interreader Variability in Semantic Annotation of Microvascular Invasion in Hepatocellular Carcinoma on Contrast-enhanced Triphasic CT Images. Radiol Imaging Cancer. 2020 May 29; 2 (3):e190062
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  49. Khurana A, Nelson LW, Myers CB, Akisik F, Jeffrey BR, Miller FH, Mittal P, Morgan D, Mortele K, Poullos P, Sahani D, Sandrasegaran K, Tirkes T, Zaheer A, Patel BN. Reporting of acute pancreatitis by radiologists-time for a systematic change with structured reporting template. Abdom Radiol (NY). 2020 May; 45 (5):1277-1289
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  50. Haj-Mirzaian A, Patel BN, Fishman EK, Zaheer A. Value of multidisciplinary collaboration in acute and chronic pancreatitis. Abdom Radiol (NY). 2020 May; 45 (5):1458-1467
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  51. Patel BN, Brooke Jeffrey R, Olcott EW, Zaheer A. Groove pancreatitis: a clinical and imaging overview. Abdom Radiol (NY). 2020 May; 45 (5):1439-1446
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  52. Rajpurkar P, Park A, Irvin J, Chute C, Bereket M, Mastrodicasa D, Langlotz CP, Lungren MP, Ng AY, Patel BN. AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining. Sci Rep. 2020 Mar 3; 10 (1):3958 Epub 2020 Mar 03
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  53. Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. Erratum: Author Correction: PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging. NPJ Digit Med. 2020; 3:102 Epub 2020 July 28
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  54. Huang SC, Kothari T, Banerjee I, Chute C, Ball RL, Borus N, Huang A, Patel BN, Rajpurkar P, Irvin J, Dunnmon J, Bledsoe J, Shpanskaya K, Dhaliwal A, Zamanian R, Ng AY, Lungren MP. PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging. NPJ Digit Med. 2020; 3:61. Epub 2020 Apr 24.
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  55. Varma M, Lu M, Gardner R, Dunnmon J, Khandwala N, Rajpurkar P, Long J, Beaulieu C, Shpanskaya K, Fei-Fei L, Lungren MP, Patel BN. Automated abnormality detection in lower extremity radiographs using deep learning. Nat Mach Intell. 2019; 1:578-83.
  56. Meyer M, Ronald J, Vernuccio F, Nelson RC, Ramirez-Giraldo JC, Solomon J, Patel BN, Samei E, Marin D. Reproducibility of CT Radiomic Features within the Same Patient: Influence of Radiation Dose and CT Reconstruction Settings. Radiology. 2019 Dec; 293 (3):583-591 Epub 2019 Oct 01
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  57. Mastrodicasa D, Delli Pizzi A, Patel BN. Dual-Energy CT of the Pancreas. Semin Ultrasound CT MR. 2019 Dec; 40 (6):509-514 Epub 2019 June 11
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  58. Heller MT, Oto A, Allen BC, Akin O, Alexander LF, Chong J, Froemming AT, Fulgham PF, Mackenzie DC, Maranchie JK, Mody RN, Patel BN, Schieda N, Turkbey IB, Venkatesan AM, Wang CL, Lockhart ME, Expert Panel on Urological Imaging. ACR Appropriateness Criteria(R) Penetrating Trauma-Lower Abdomen and Pelvis. J Am Coll Radiol. 2019 Nov; 16 (11S):S392-S398
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  59. Alexander LF, Oto A, Allen BC, Akin O, Chong J, Froemming AT, Fulgham PF, Goldfarb S, Maranchie JK, Mody RN, Patel BN, Schieda N, Schuster DM, Turkbey IB, Venkatesan AM, Wang CL, Lockhart ME, Expert Panel on Urological Imaging. ACR Appropriateness Criteria(R) Lower Urinary Tract Symptoms-Suspicion of Benign Prostatic Hyperplasia. J Am Coll Radiol. 2019 Nov; 16 (11S):S378-S383
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  60. Allen BC, Oto A, Akin O, Alexander LF, Chong J, Froemming AT, Fulgham PF, Lloyd S, Maranchie JK, Mody RN, Patel BN, Schieda N, Turkbey IB, Vapiwala N, Venkatesan AM, Wang CL, Yoo DC, Lockhart ME, Expert Panel on Urologic Imaging. ACR Appropriateness Criteria(R) Post-Treatment Surveillance of Bladder Cancer. J Am Coll Radiol. 2019 Nov; 16 (11S):S417-S427
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  61. Ngo JS, Solomon JB, Samei E, Richards T, Ngo L, Erkanli A, Zhang B, Allen BC, Davis JT, Devalapalli A, Groller R, Marin D, Maxfield CM, Pamarthi V, Patel BN, Schooler GR, Frush DP. A simulation paradigm for evaluation of subtle liver lesions at pediatric CT: Performance and confidence. Radiology: Imaging Cancer. 2019 Sep 27; 1(1):e190027.
  62. Dixon A, Johnson K, Strickland L, Patel BN, Said N. Assessing the Effectiveness of a Health Care Economics Curriculum for Radiology Residents. J Am Coll Radiol. 2019 Aug; 16 (8):1083-1087 Epub 2019 Feb 26
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  63. Meyer M, Nelson RC, Vernuccio F, Gonzalez F, Schabel C, Mileto A, Patel BN, Schoenberg SO, Marin D. Comparison of Iodine Quantification and Conventional Attenuation Measurements for Differentiating Small, Truly Enhancing Renal Masses From High-Attenuation Nonenhancing Renal Lesions With Dual-Energy CT. AJR Am J Roentgenol. 2019 Jul; 213(1):W26-W37. Epub 2019 Mar 27.
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  64. Park A, Chute C, Rajpurkar P, Lou J, Ball RL, Shpanskaya K, Jabarkheel R, Kim LH, McKenna E, Tseng J, Ni J, Wishah F, Wittber F, Hong DS, Wilson TJ, Halabi S, Basu S, Patel BN, Lungren MP, Ng AY, Yeom KW. Deep Learning-Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model. JAMA Netw Open. 2019 Jun 5; 2 (6):e195600 Epub 2019 June 05
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  65. Wang CL, Aryal B, Oto A, Allen BC, Akin O, Alexander LF, Bardo DME, Chong J, Froemming AT, Fulgham PF, Heller MT, Maranchie JK, Mody RN, Patel BN, Schieda N, Turkbey IB, Venkatesan AM, Yoo DC, Lockhart ME, Expert Panel on Urological Imaging . ACR Appropriateness Criteria((R)) Acute Onset of Scrotal Pain-Without Trauma, Without Antecedent Mass. J Am Coll Radiol. 2019 May; 16 (5S):S38-S43
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  66. Meyer M, Nelson RC, Vernuccio F, Gonzalez F, Farjat AE, Patel BN, Samei E, Henzler T, Schoenberg SO, Marin D. Virtual Unenhanced Images at Dual-Energy CT: Influence on Renal Lesion Characterization. Radiology. 2019 May; 291 (2):381-390 Epub 2019 Mar 12
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  67. Bellini D, Panvini N, Laghi A, Marin D, Patel BN, Wang CL, Carbone I, Mileto A. Systematic Review and Meta-Analysis Investigating the Diagnostic Yield of Dual-Energy CT for Renal Mass Assessment. AJR Am J Roentgenol. 2019 Mar 05; 1-10. [Epub ahead of print]
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  68. Patel BN, Vernuccio F, Meyer M, Godwin B, Rosenberg M, Rudnick N, Harring S, Nelson R, Ramirez-Giraldo JC, Farjat A, Marin D. Dual-Energy CT Material Density Iodine Quantification for Distinguishing Vascular From Nonvascular Renal Lesions: Normalization Reduces Intermanufacturer Threshold Variability. AJR Am J Roentgenol. 2019 Feb; 212 (2):366-376
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  69. Patel BN, Rosenberg L, Willcox G, Baltaxe D, Lyons M, Irvin J, Rajpurkar P, Amrhein T, Gupta R, Halabi S, Langlotz C, Lo E, Mammarappallil J, Mariano AJ, Riley G, Seekins J, Shen L, Zucker E, Lungren M. Human-machine partnership with artificial intelligence for chest radiograph diagnosis. NPJ Digit Med. 2019; 2:111 Epub 2019 Nov 18
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  70. Hong JC, Cui Y, Patel BN, Rushing CN, Faught AM, Eng JS, Higgins K, Yin FF, Das S, Czito BG, Willett CG, Palta M. Association of Interim FDG-PET Imaging During Chemoradiation for Squamous Anal Canal Carcinoma With Recurrence. Int J Radiat Oncol Biol Phys. 2018 Nov 15; 102 (4):1046-1051 Epub 2018 May 04
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  71. Rajpurkar P, Irvin J, Ball RL, Zhu K, Yang B, Mehta H, Duan T, Ding D, Bagul A, Langlotz CP, Patel BN, Yeom KW, Shpanskaya K, Blankenberg FG, Seekins J, Amrhein TJ, Mong DA, Halabi SS, Zucker EJ, Ng AY, Lungren MP. Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists. PLoS Med. 2018 Nov; 15 (11):e1002686 Epub 2018 Nov 20
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  72. Bien N, Rajpurkar P, Ball RL, Irvin J, Park A, Jones E, Bereket M, Patel BN, Yeom KW, Shpanskaya K, Halabi S, Zucker E, Fanton G, Amanatullah DF, Beaulieu CF, Riley GM, Stewart RJ, Blankenberg FG, Larson DB, Jones RH, Langlotz CP, Ng AY, Lungren MP. Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet. PLoS Med. 2018 Nov; 15 (11):e1002699 Epub 2018 Nov 27
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  73. Wollin DA, Gupta RT, Young B, Cone E, Kaplan A, Marin D, Patel BN, Mazurowski MA, Scales CD Jr, Ferrandino MN, Preminger GM, Lipkin ME. Abdominal Radiography With Digital Tomosynthesis: An Alternative to Computed Tomography for Identification of Urinary Calculi? Urology. 2018 Oct; 120:56-61 Epub 2018 July 10
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  74. Patel BN, Rosenberg M, Vernuccio F, Ramirez-Giraldo JC, Nelson R, Farjat A, Marin D. Characterization of Small Incidental Indeterminate Hypoattenuating Hepatic Lesions: Added Value of Single-Phase Contrast-Enhanced Dual-Energy CT Material Attenuation Analysis. AJR Am J Roentgenol. 2018 Sep; 211 (3):571-579 Epub 2018 July 24
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  75. Patel BN. Routine MR Imaging for Pancreas. Magn Reson Imaging Clin N Am. 2018 Aug; 26 (3):315-322 Epub 2018 June 08
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  76. Patel BN, Marin D. Strategies to Improve Image Quality on Dual-Energy Computed Tomography. Radiol Clin North Am. 2018 Jul; 56 (4):641-647 Epub 2018 May 04
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  77. Schabel C, Patel BN, Harring S, Duvnjak P, Ramirez-Giraldo JC, Nikolaou K, Nelson RC, Farjat AE, Marin D. Renal Lesion Characterization with Spectral CT: Determining the Optimal Energy for Virtual Monoenergetic Reconstruction. Radiology. 2018 Jun; 287 (3):874-883 Epub 2018 Feb 22
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  78. Patel BN, Farjat A, Schabel C, Duvnjak P, Mileto A, Ramirez-Giraldo JC, Marin D. Energy-Specific Optimization of Attenuation Thresholds for Low-Energy Virtual Monoenergetic Images in Renal Lesion Evaluation. AJR Am J Roentgenol. 2018 May; 210(5):W205-W217. Epub 2018 Mar 16.
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  79. Jaffe TA, Tian X, Bashir MR, Marin D, Patel BN, Ho LM, Samei E. Clinically Acceptable Optimized Dose Reduction in Computed Tomographic Imaging of Necrotizing Pancreatitis Using a Noise Addition Software Tool. J Comput Assist Tomogr. 2018 Mar/Apr; 42 (2):197-203
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  80. Patel BN, Olcott E, Jeffrey RB. Extrapancreatic perineural invasion in pancreatic adenocarcinoma. Abdom Radiol (NY). 2018 Feb; 43 (2):323-331
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  81. Patel BN, Olcott EW, Jeffrey RB. Duodenal invasion by pancreatic adenocarcinoma: MDCT diagnosis of an aggressive imaging phenotype and its clinical implications. Abdom Radiol (NY). 2018 Feb; 43 (2):332-339
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  82. Wong K, Ozeki K, Kwong A, Patel BN, Kwo P. The effects of a transjugular intrahepatic portosystemic shunt on the diagnosis of hepatocellular cancer. PLoS One. 2018; 13 (12):e0208233 Epub 2018 Dec 28
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  83. Fu W, Marin D, Ramirez-Giraldo JC, Choudhury KR, Solomon J, Schabel C, Patel BN, Samei E. Optimizing window settings for improved presentation of virtual monoenergetic images in dual-energy computed tomography. Med Phys. 2017 Nov; 44 (11):5686-5696 Epub 2017 Sept 22
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  84. Godfrey DJ, Patel BN, Adamson JD, Subashi E, Salama JK, Palta M. Triphasic contrast enhanced CT simulation with bolus tracking for pancreas SBRT target delineation. Pract Radiat Oncol. 2017 Nov - Dec; 7 (6):e489-e497 Epub 2017 Apr 13
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  85. Patel BN, Bibbey A, Choudhury KR, Leder RA, Nelson RC, Marin D. Characterization of Small (< 4 cm) Focal Renal Lesions: Diagnostic Accuracy of Spectral Analysis Using Single-Phase Contrast-Enhanced Dual-Energy CT. AJR Am J Roentgenol. 2017 Oct; 209 (4):815-825 Epub 2017 Aug 16
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  86. Marin D, Davis D, Roy Choudhury K, Patel BN, Gupta RT, Mileto A, Nelson RC. Characterization of Small Focal Renal Lesions: Diagnostic Accuracy with Single-Phase Contrast-enhanced Dual-Energy CT with Material Attenuation Analysis Compared with Conventional Attenuation Measurements. Radiology. 2017 Sep; 284(3):737-747. Epub 2017 Mar 28.
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  87. Solomon J, Marin D, Roy Choudhury K, Patel BN, Samei E. Effect of Radiation Dose Reduction and Reconstruction Algorithm on Image Noise, Contrast, Resolution, and Detectability of Subtle Hypoattenuating Liver Lesions at Multidetector CT: Filtered Back Projection versus a Commercial Model-based Iterative Reconstruction Algorithm. Radiology. 2017 Sep; 284 (3):777-787 Epub 2017 Feb 07
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  88. Rubin GD, Patel BN. Financial Forecasting and Stochastic Modeling: Predicting the Impact of Business Decisions. Radiology. 2017 May; 283 (2):342-358
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  89. Patel BN, Alexander L, Allen B, Berland L, Borhani A, Mileto A, Moreno C, Morgan D, Sahani D, Shuman W, Tamm E, Tublin M, Yeh B, Marin D. Dual-energy CT workflow: multi-institutional consensus on standardization of abdominopelvic MDCT protocols. Abdom Radiol (NY). 2017 Mar; 42(3):676-687.
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  90. Bellini D, Gupta S, Ramirez-Giraldo JC, Fu W, Stinnett SS, Patel B, Mileto A, Marin D. Use of a Noise Optimized Monoenergetic Algorithm for Patient-Size Independent Selection of an Optimal Energy Level During Dual-Energy CT of the Pancreas. J Comput Assist Tomogr. 2017 Jan; 41(1):39-47.
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  91. Patel BN, Lopez JM, Jiang BG, Roth CJ, Nelson RC. Image-Rich Radiology Reports: A Value-Based Model to Improve Clinical Workflow. J Am Coll Radiol. 2017 Jan; 14 (1):57-64 Epub 2016 Sept 28
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  92. Chang ST, Jeffrey RB, Patel BN, DiMaio MA, Rosenberg J, Willmann JK, Olcott EW. Preoperative Multidetector CT Diagnosis of Extrapancreatic Perineural or Duodenal Invasion Is Associated with Reduced Postoperative Survival after Pancreaticoduodenectomy for Pancreatic Adenocarcinoma: Preliminary Experience and Implications for Patient Care. Radiology. 2016 Dec; 281 (3):816-825 Epub 2016 July 20
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  93. Marin D, Ramirez-Giraldo JC, Gupta S, Fu W, Stinnett SS, Mileto A, Bellini D, Patel BN, Samei E, Nelson RC. Effect of a Noise-Optimized Second-Generation Monoenergetic Algorithm on Image Noise and Conspicuity of Hypervascular Liver Tumors: An In Vitro and In Vivo Study. AJR Am J Roentgenol. 2016 Jun; 206(6):1222-32. Epub 2016 Apr 08.
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  94. Patel BN, Rubin GD. Deal or No Deal? Negotiation 101. J Am Coll Radiol. 2016 Jun; 13 (6):756-8
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  95. Patel BN, Cespedes FV. Introduction to Business Strategy. J Am Coll Radiol. 2016 Jun; 13 (6):747-9 Epub 2016 Jan 14
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  96. Raghavan K, Jeffrey RB, Patel BN, DiMaio MA, Willmann JK, Olcott EW. MDCT Diagnosis of Perineural Invasion Involving the Celiac Plexus in Intrahepatic Cholangiocarcinoma: Preliminary Observations and Clinical Implications. AJR Am J Roentgenol. 2015 Dec; 205 (6):W578-84
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  97. Kamaya A, Tahvildari AM, Patel BN, Willmann JK, Jeffrey RB, Desser TS. Sonographic Detection of Extracapsular Extension in Papillary Thyroid Cancer. J Ultrasound Med. 2015 Dec; 34 (12):2225-30 Epub 2015 Oct 30
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  98. Patel BN, Morgan M, Tyler D, Paulson E, Jaffe TA. The role of CT-guided percutaneous drainage of loculated air collections: an institutional experience. Abdom Imaging. 2015 Oct; 40 (8):3257-64
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  99. Patel BN, Gupta RT, Zani S, Jeffrey RB, Paulson EK, Nelson RC. How the radiologist can add value in the evaluation of the pre- and post-surgical pancreas. Abdom Imaging. 2015 Oct; 40 (8):2932-44
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  100. Marin D, Caywood DT, Mileto A, Reiner CS, Seaman DM, Patel BN, Boll DT, Nelson RC. Dual-Energy Multidetector-Row Computed Tomography of the Hepatic Arterial System: Optimization of Energy and Material-Specific Reconstruction Techniques. J Comput Assist Tomogr. 2015 Sep-Oct; 39(5):721-9.
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  101. Patel BN. Organizational behavior: a primer. J Am Coll Radiol. 2015 Aug; 12 (8):805-7 Epub 2015 June 01
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  102. Patel BN, Gayer G. Imaging of iatrogenic complications of the urinary tract: kidneys, ureters, and bladder. Radiol Clin North Am. 2014 Sep; 52 (5):1101-16
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  103. Patel BN, Giacomini C, Jeffrey RB, Willmann JK, Olcott E. Three-dimensional volume-rendered multidetector CT imaging of the posterior inferior pancreaticoduodenal artery: its anatomy and role in diagnosing extrapancreatic perineural invasion. Cancer Imaging. 2013 Dec 30; 13 (4):580-90
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  104. Ung C, Chang ST, Jeffrey RB, Patel BN, Olcott EW. Sonography of the normal appendix: its varied appearance and techniques to improve its visualization. Ultrasound Q. 2013 Dec; 29 (4):333-41
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  105. Patel BN, Kumbla RA, Berland LL, Fineberg NS, Morgan DE. Material density hepatic steatosis quantification on intravenous contrast-enhanced rapid kilovolt (peak)-switching single-source dual-energy computed tomography. J Comput Assist Tomogr. 2013 Nov-Dec; 37 (6):904-10
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  106. Patel BN, Kamaya A, Desser TS. Pitfalls in sonographic evaluation of thyroid abnormalities. Semin Ultrasound CT MR. 2013 Jun; 34 (3):226-35
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  107. Patel BN, Thomas JV, Lockhart ME, Berland LL, Morgan DE. Single-source dual-energy spectral multidetector CT of pancreatic adenocarcinoma: optimization of energy level viewing significantly increases lesion contrast. Clin Radiol. 2013 Feb; 68 (2):148-54 Epub 2012 Aug 11
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  108. Shah R, Vattoth S, Jacob R, Manzil FF, O'Malley JP, Borghei P, Patel BN, Cure JK. Radiation necrosis in the brain: imaging features and differentiation from tumor recurrence. Radiographics. 2012 Sep-Oct; 32 (5):1343-59
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  109. Smith CB, Patel BN, Smith JP. Pulmonary artery pseudoaneurysm arising secondary to cavitary pneumonia. Radiol Case Rep. 2012; 7 (3):654 Epub 2015 Dec 07
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  110. Patel BN, Kapoor BS, Borghei P, Shah NA, Lockhart ME. Carbon dioxide as an intravascular imaging agent: review. Curr Probl Diagn Radiol. 2011 Sep-Oct; 40 (5):208-17
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  111. Bag AK, Patel BN, Osman S, Roberson GH. Clinico-radiologic profile of spinal cord multiple sclerosis in adults. Neuroradiol J. 2011 Aug 31; 24 (4):511-8 Epub 2011 Sept 02
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  112. Tofil NM, White ML, Grant M, Zinkan JL, Patel BN, Jenkins L, Youngblood AQ, Royal SA. Severe contrast reaction emergencies high-fidelity simulation training for radiology residents and technologists in a children's hospital. Acad Radiol. 2010 Jul; 17 (7):934-40 Epub 2010 May 15
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  113. Cerfolio RJ, Bryant AS, Patel BN, Bartolucci AA. Intercostal muscle flap reduces the pain of thoracotomy: a prospective randomized trial. J Thorac Cardiovasc Surg. 2005 Oct; 130 (4):987-93
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