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Bernardo Canedo Bizzo, M.D.

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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Kaviani P, Primak A, Bizzo B, Ebrahimian S, Saini S, Dreyer KJ, Kalra MK. Performance of threshold-based stone segmentation and radiomics for determining the composition of kidney stones from single-energy CT. Jpn J Radiol. 2022 Nov 04. PMID: 36331701.
    Citations:    Fields:    
  2. Daye D, Wiggins WF, Lungren MP, Alkasab T, Kottler N, Allen B, Roth CJ, Bizzo BC, Durniak K, Brink JA, Larson DB, Dreyer KJ, Langlotz CP. Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How? Radiology. 2022 Oct; 305(1):E62. PMID: 36154286; PMCID: PMC9713444.
    Citations: 1     Fields:    
  3. Kaviani P, Kalra MK, Digumarthy SR, Gupta RV, Dasegowda G, Jagirdar A, Gupta S, Putha P, Mahajan V, Reddy B, Venugopal VK, Tadepalli M, Bizzo BC, Dreyer KJ. Frequency of Missed Findings on Chest Radiographs (CXRs) in an International, Multicenter Study: Application of AI to Reduce Missed Findings. Diagnostics (Basel). 2022 Sep 30; 12(10). PMID: 36292071.
    Citations:    
  4. Robinson-Weiss C, Patel J, Bizzo BC, Glazer DI, Bridge CP, Andriole KP, Dabiri B, Chin JK, Dreyer K, Kalpathy-Cramer J, Mayo-Smith WW. Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT. Radiology. 2023 Feb; 306(2):e220101. PMID: 36125375.
    Citations:    Fields:    
  5. Kaviani P, Digumarthy SR, Bizzo BC, Reddy B, Tadepalli M, Putha P, Jagirdar A, Ebrahimian S, Kalra MK, Dreyer KJ. Performance of a Chest Radiography AI Algorithm for Detection of Missed or Mislabeled Findings: A Multicenter Study. Diagnostics (Basel). 2022 Aug 28; 12(9). PMID: 36140488.
    Citations: 1     
  6. Ahn JS, Ebrahimian S, McDermott S, Lee S, Naccarato L, Di Capua JF, Wu MY, Zhang EW, Muse V, Miller B, Sabzalipour F, Bizzo BC, Dreyer KJ, Kaviani P, Digumarthy SR, Kalra MK. Association of Artificial Intelligence-Aided Chest Radiograph Interpretation With Reader Performance and Efficiency. JAMA Netw Open. 2022 08 01; 5(8):e2229289. PMID: 36044215.
    Citations: 1     Fields:    Translation:Humans
  7. Kaviani P, Bizzo BC, Digumarthy SR, Dasegowda G, Karout L, Hillis J, Neumark N, Kalra MK, Dreyer KJ. Radiologist-Trained and -Tested (R2.2.4) Deep Learning Models for Identifying Anatomical Landmarks in Chest CT. Diagnostics (Basel). 2022 Jul 30; 12(8). PMID: 36010194.
    Citations:    
  8. Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF, Succi MD, Lang M, Bizzo BC, Dayan I, Kitamura FC, Kalpathy-Cramer J. Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19. Medicine (Baltimore). 2022 Jul 22; 101(29):e29587. PMID: 35866818; PMCID: PMC9302282.
    Citations:    Fields:    Translation:Humans
  9. Hillis JM, Bizzo BC. Use of Artificial Intelligence in Clinical Neurology. Semin Neurol. 2022 02; 42(1):39-47. PMID: 35576929.
    Citations:    Fields:    Translation:Humans
  10. Bizzo BC, Ebrahimian S, Walters ME, Michalski MH, Andriole KP, Dreyer KJ, Kalra MK, Alkasab T, Digumarthy SR. Validation pipeline for machine learning algorithm assessment for multiple vendors. PLoS One. 2022; 17(4):e0267213. PMID: 35486572; PMCID: PMC9053776.
    Citations:    Fields:    Translation:Humans
  11. Ebrahimian S, Digumarthy SR, Homayounieh F, Bizzo BC, Dreyer KJ, Kalra MK. Predictive values of AI-based triage model in suboptimal CT pulmonary angiography. Clin Imaging. 2022 Jun; 86:25-30. PMID: 35316621.
    Citations:    Fields:    Translation:Humans
  12. Bridge CP, Bizzo BC, Hillis JM, Chin JK, Comeau DS, Gauriau R, Macruz F, Pawar J, Noro FTC, Sharaf E, Straus Takahashi M, Wright B, Kalafut JF, Andriole KP, Pomerantz SR, Pedemonte S, González RG. Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging. Sci Rep. 2022 02 09; 12(1):2154. PMID: 35140277; PMCID: PMC8828773.
    Citations:    Fields:    
  13. Alkasab TK, Bizzo BC. Authors' Response. J Am Coll Radiol. 2022 04; 19(4):499-500. PMID: 35122719.
    Citations:    Fields:    
  14. Pourvaziri A, Narayan AK, Tso D, Baliyan V, Glover M, Bizzo BC, Kako B, Succi MD, Lev MH, Flores EJ. Imaging Information Overload: Quantifying the Burden of Interpretive and Non-Interpretive Tasks for Computed Tomography Angiography for Aortic Pathologies in Emergency Radiology. Curr Probl Diagn Radiol. 2022 Jul-Aug; 51(4):546-551. PMID: 35183381.
    Citations:    Fields:    Translation:Humans
  15. Ebrahimian S, Kalra MK, Agarwal S, Bizzo BC, Elkholy M, Wald C, Allen B, Dreyer KJ. FDA-regulated AI Algorithms: Trends, Strengths, and Gaps of Validation Studies. Acad Radiol. 2022 04; 29(4):559-566. PMID: 34969610.
    Citations: 5     Fields:    Translation:Humans
  16. Gupta RV, Kalra MK, Ebrahimian S, Kaviani P, Primak A, Bizzo B, Dreyer KJ. Complex Relationship Between Artificial Intelligence and CT Radiation Dose. Acad Radiol. 2021 Nov 23. PMID: 34836775.
    Citations:    Fields:    
  17. Bizzo BC, Almeida RR, Alkasab TK. Artificial Intelligence Enabling Radiology Reporting. Radiol Clin North Am. 2021 Nov; 59(6):1045-1052. PMID: 34689872.
    Citations:    Fields:    Translation:Humans
  18. Ebrahimian S, Digumarthy SR, Bizzo B, Primak A, Zimmermann M, Tarbiah MM, Kalra MK, Dreyer KJ. Artificial Intelligence has Similar Performance to Subjective Assessment of Emphysema Severity on Chest CT. Acad Radiol. 2022 08; 29(8):1189-1195. PMID: 34657812.
    Citations:    Fields:    Translation:Humans
  19. Alkasab TK, Bizzo BC. Lessons Learned From the Front Lines of Artificial Intelligence Implementation. J Am Coll Radiol. 2021 11; 18(11):1474-1475. PMID: 34637776.
    Citations:    Fields:    
  20. Bizzo BC, Almeida RR, Alkasab TK. Data Management in Artificial Intelligence-Assisted Radiology Reporting. J Am Coll Radiol. 2021 11; 18(11):1485-1488. PMID: 34624236.
    Citations:    Fields:    
  21. Dayan I, Roth HR, Zhong A, Harouni A, Gentili A, Abidin AZ, Liu A, Costa AB, Wood BJ, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan P, Xu D, Wu D, Huang E, Kitamura FC, Lacey G, de Antônio Corradi GC, Nino G, Shin HH, Obinata H, Ren H, Crane JC, Tetreault J, Guan J, Garrett JW, Kaggie JD, Park JG, Dreyer K, Juluru K, Kersten K, Rockenbach MABC, Linguraru MG, Haider MA, AbdelMaseeh M, Rieke N, Damasceno PF, E Silva PMC, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist TM, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon YJ, Quraini A, Feng A, Priest AN, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Díez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess CP, Compas C, Bhatia D, Oermann EK, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Murthy KNK, Fu LC, de Mendonça MRF, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod SL, Reed S, Gräf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lavor VL, Rakvongthai Y, Lee YR, Wen Y, Gilbert FJ, Flores MG, Li Q. Federated learning for predicting clinical outcomes in patients with COVID-19. Nat Med. 2021 10; 27(10):1735-1743. PMID: 34526699; PMCID: PMC9157510.
    Citations: 15     Fields:    Translation:HumansCells
  22. Ebrahimian S, Oliveira Bernardo M, Alberto Moscatelli A, Tapajos J, Leitão Tapajós L, Jamil Khoury H, Babaei R, Karimi Mobin H, Mohseni I, Arru C, Carriero A, Falaschi Z, Pasche A, Saba L, Homayounieh F, Bizzo BC, Vassileva J, Kalra MK. Investigating centering, scan length, and arm position impact on radiation dose across 4 countries from 4 continents during pandemic: Mitigating key radioprotection issues. Phys Med. 2021 Apr; 84:125-131. PMID: 33894582.
    Citations:    Fields:    Translation:HumansCellsPHPublic Health
  23. Gauriau R, Bizzo BC, Kitamura FC, Landi Junior O, Ferraciolli SF, Macruz FBC, Sanchez TA, Garcia MRT, Vedolin LM, Domingues RC, Gasparetto EL, Andriole KP. A Deep Learning-based Model for Detecting Abnormalities on Brain MR Images for Triaging: Preliminary Results from a Multisite Experience. Radiol Artif Intell. 2021 Jul; 3(4):e200184. PMID: 34350408; PMCID: PMC8328110.
    Citations: 4     
  24. Bizzo BC, Almeida RR, Alkasab TK. Computer-Assisted Reporting and Decision Support in Standardized Radiology Reporting for Cancer Imaging. JCO Clin Cancer Inform. 2021 04; 5:426-434. PMID: 33852324.
    Citations:    Fields:    Translation:Humans
  25. Homayounieh F, Bezerra Cavalcanti Rockenbach MA, Ebrahimian S, Doda Khera R, Bizzo BC, Buch V, Babaei R, Karimi Mobin H, Mohseni I, Mitschke M, Zimmermann M, Durlak F, Rauch F, Digumarthy SR, Kalra MK. Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome. J Digit Imaging. 2021 Apr; 34(2):320-329. PMID: 33634416.
    Citations: 5     Fields:    Translation:HumansCells
  26. Almeida RR, Bizzo BC, Singh R, Andriole KP, Alkasab TK. Computer-assisted Reporting and Decision Support Increases Compliance with Follow-up Imaging and Hormonal Screening of Adrenal Incidentalomas. Acad Radiol. 2022 02; 29(2):236-244. PMID: 33583714.
    Citations:    Fields:    Translation:Humans
  27. Zhong A, Li X, Wu D, Ren H, Kim K, Kim Y, Buch V, Neumark N, Bizzo B, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Kim BS, Chung WJ, Guo N, Dayan I, Kalra MK, Li Q. Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19. Med Image Anal. 2021 05; 70:101993. PMID: 33711739; PMCID: PMC8032481.
    Citations: 3     Fields:    Translation:HumansPHPublic Health
  28. Gong K, Wu D, Arru CD, Homayounieh F, Neumark N, Guan J, Buch V, Kim K, Bizzo BC, Ren H, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Guo N, Digumarthy SR, Dayan I, Kalra MK, Li Q. A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records. Eur J Radiol. 2021 Jun; 139:109583. PMID: 33846041; PMCID: PMC7863774.
    Citations: 9     Fields:    Translation:HumansCells
  29. Ebrahimian S, Homayounieh F, Rockenbach MABC, Putha P, Raj T, Dayan I, Bizzo BC, Buch V, Wu D, Kim K, Li Q, Digumarthy SR, Kalra MK. Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study. Sci Rep. 2021 01 13; 11(1):858. PMID: 33441578.
    Citations: 8     Fields:    Translation:Humans
  30. Flores M, Dayan I, Roth H, Zhong A, Harouni A, Gentili A, Abidin A, Liu A, Costa A, Wood B, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan C, Xu D, Wu D, Huang E, Kitamura F, Lacey G, César de Antônio Corradi G, Shin HH, Obinata H, Ren H, Crane J, Tetreault J, Guan J, Garrett J, Park JG, Dreyer K, Juluru K, Kersten K, Bezerra Cavalcanti Rockenbach MA, Linguraru M, Haider M, AbdelMaseeh M, Rieke N, Damasceno P, Cruz E Silva PM, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist T, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon F, Gilbert F, Kaggie J, Li Q, Quraini A, Feng A, Priest A, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Diez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess C, Compas C, Bhatia D, Oermann E, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Keshava Murthy KN, Fu LC, Furtado de Mendonça MR, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod S, Reed S, Graf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lima Lavor V, Rakvongthai Y, Lee YR, Wen Y. Federated Learning used for predicting outcomes in SARS-COV-2 patients. Res Sq. 2021 Jan 08. PMID: 33442676; PMCID: PMC7805458.
    Citations:    
  31. Wu D, Gong K, Arru CD, Homayounieh F, Bizzo B, Buch V, Ren H, Kim K, Neumark N, Xu P, Liu Z, Fang W, Xie N, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Dayan I, Kalra MK, Li Q. Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. IEEE J Biomed Health Inform. 2020 12; 24(12):3529-3538. PMID: 33044938.
    Citations: 8     Fields:    Translation:HumansCells
  32. Homayounieh F, Doda Khera R, Bizzo BC, Ebrahimian S, Primak A, Schmidt B, Saini S, Kalra MK. Prediction of burden and management of renal calculi from whole kidney radiomics: a multicenter study. Abdom Radiol (NY). 2021 05; 46(5):2097-2106. PMID: 33242099; PMCID: PMC7690335.
    Citations:    Fields:    Translation:Humans
  33. Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF, Succi MD, Lang M, Bizzo BC, Dayan I, Kitamura FC, Kalpathy-Cramer J. Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19. medRxiv. 2020 Sep 18. PMID: 32995811; PMCID: PMC7523150.
    Citations:    
  34. Bizzo BC, Arruda-Sanchez T, Tobyne SM, Bireley JD, Lev MH, Gasparetto EL, Klawiter EC. Anterior Insular Resting-State Functional Connectivity is Related to Cognitive Reserve in Multiple Sclerosis. J Neuroimaging. 2021 01; 31(1):98-102. PMID: 32857919.
    Citations: 1     Fields:    Translation:Humans
  35. Homayounieh F, Ebrahimian S, Babaei R, Mobin HK, Zhang E, Bizzo BC, Mohseni I, Digumarthy SR, Kalra MK. CT Radiomics, Radiologists, and Clinical Information in Predicting Outcome of Patients with COVID-19 Pneumonia. Radiol Cardiothorac Imaging. 2020 Aug; 2(4):e200322. PMID: 33778612; PMCID: PMC7380121.
    Citations: 19     
  36. Gauriau R, Bridge C, Chen L, Kitamura F, Tenenholtz NA, Kirsch JE, Andriole KP, Michalski MH, Bizzo BC. Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets. J Digit Imaging. 2020 06; 33(3):747-762. PMID: 31950302.
    Citations: 6     Fields:    Translation:Humans
  37. Bizzo BC, Almeida RR, Michalski MH, Alkasab TK. Artificial Intelligence and Clinical Decision Support for Radiologists and Referring Providers. J Am Coll Radiol. 2019 Sep; 16(9 Pt B):1351-1356. PMID: 31492414.
    Citations: 6     Fields:    Translation:Humans
  38. Pedemonte S, Bizzo B, Pomerantz S, Tenenholtz T, Wright B, Walters M, Doyle S, McCarthy A, Almeida RR, Andriole K, Michalski M, Gonzalez RG. Detection and Delineation of Acute Cerebral Infarct on DWI Using Weakly Supervised Machine Learning. 2018; 11072:81-88.
  39. Lu JT, Pedemonte S, Bizzo B, Doyle S, Andriole KP, Michalski MH, Gonzalez RG, Pomerantz SR. Deep Spine: Automated lumbar vertebral segmentation, disc-level designation, and spinal stenosis grading using deep learning. 2018; arXiv:1807.10215. View Publication.
  40. Almeida RR, Lo GC, Patino M, Bizzo B, Canellas R, Sahani DV. Advances in Pancreatic CT Imaging. AJR Am J Roentgenol. 2018 Jul; 211(1):52-66. PMID: 29629796.
    Citations: 9     Fields:    Translation:Humans
  41. Buch K, Bizzo B, Lev MH. Magnetization Transfer Imaging in Treatment-resistant Depression: Structural Evidence of a Functional Derangement That Might Help Guide Therapy? Radiology. 2017 08; 284(2):313-315. PMID: 28723279.
    Citations:    Fields:    Translation:Humans
  42. Alkasab TK, Bizzo BC, Berland LL, Nair S, Pandharipande PV, Harvey HB. Creation of an Open Framework for Point-of-Care Computer-Assisted Reporting and Decision Support Tools for Radiologists. J Am Coll Radiol. 2017 Sep; 14(9):1184-1189. PMID: 28648871.
    Citations: 10     Fields:    Translation:Humans
  43. Bizzo BC, Sanchez TA, Tukamoto G, Zimmermann N, Netto TM, Gasparetto EL. Cortical Thickness and Episodic Memory Impairment in Systemic Lupus Erythematosus. J Neuroimaging. 2017 01; 27(1):122-127. PMID: 27634732.
    Citations: 2     Fields:    Translation:Humans
  44. Netto TM, Zimmermann N, Rueda-Lopes F, Bizzo BC, Fonseca RP, Gasparetto EL. Neuropsychiatric lupus: classification criteria in neuroimaging studies. Can J Neurol Sci. 2013 May; 40(3):284-91. PMID: 23603162.
    Citations: 6     Fields:    Translation:Humans
  45. Ventura N, Cannelas R, Bizzo B, Gasparetto EL. Intracranial syphilitic gumma mimicking a brain stem glioma. AJNR Am J Neuroradiol. 2012 Aug; 33(7):E110-1. PMID: 22723064.
    Citations: 7     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.