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Bernardo Bizzo
Bernardo Bizzo
Massachusetts General Hospital, Harvard Medical School
Verified email at mgh.harvard.edu
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Cited by
Cited by
Year
Federated learning for predicting clinical outcomes in patients with COVID-19
I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ...
Nature medicine 27 (10), 1735-1743, 2021
4372021
Federated learning for breast density classification: A real-world implementation
HR Roth, K Chang, P Singh, N Neumark, W Li, V Gupta, S Gupta, L Qu, ...
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
1752020
Deepspine: Automated lumbar vertebral segmentation, disc-level designation, and spinal stenosis grading using deep learning
JT Lu, S Pedemonte, B Bizzo, S Doyle, KP Andriole, MH Michalski, ...
Proceedings of Machine Learning Research 85:403-419, 2018, 2018
1142018
Advances in pancreatic CT imaging
RR Almeida, GC Lo, M Patino, B Bizzo, R Canellas, DV Sahani
American Journal of Roentgenology 211 (1), 52-66, 2018
652018
FDA-regulated AI algorithms: trends, strengths, and gaps of validation studies
S Ebrahimian, MK Kalra, S Agarwal, BC Bizzo, M Elkholy, C Wald, B Allen, ...
Academic radiology 29 (4), 559-566, 2022
602022
Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19
A Zhong, X Li, D Wu, H Ren, K Kim, Y Kim, V Buch, N Neumark, B Bizzo, ...
Medical Image Analysis 70, 101993, 2021
592021
CT radiomics, radiologists, and clinical information in predicting outcome of patients with COVID-19 pneumonia
F Homayounieh, S Ebrahimian, R Babaei, HK Mobin, E Zhang, BC Bizzo, ...
Radiology: Cardiothoracic Imaging 2 (4), e200322, 2020
562020
Artificial intelligence and clinical decision support for radiologists and referring providers
BC Bizzo, RR Almeida, MH Michalski, TK Alkasab
Journal of the American College of Radiology 16 (9), 1351-1356, 2019
552019
Implementation of clinical artificial intelligence in radiology: who decides and how?
D Daye, WF Wiggins, MP Lungren, T Alkasab, N Kottler, B Allen, CJ Roth, ...
Radiology 305 (3), 555-563, 2022
542022
Federated Learning used for predicting outcomes in SARS-COV-2 patients
M Flores, I Dayan, H Roth, A Zhong, A Harouni, A Gentili, A Abidin, A Liu, ...
Research Square, 2021
472021
Association of artificial intelligence–aided chest radiograph interpretation with reader performance and efficiency
JS Ahn, S Ebrahimian, S McDermott, S Lee, L Naccarato, JF Di Capua, ...
JAMA Network Open 5 (8), e2229289-e2229289, 2022
442022
Creation of an open framework for point-of-care computer-assisted reporting and decision support tools for radiologists
TK Alkasab, BC Bizzo, LL Berland, S Nair, PV Pandharipande, HB Harvey
Journal of the American College of Radiology 14 (9), 1184-1189, 2017
432017
Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study
S Ebrahimian, F Homayounieh, MABC Rockenbach, P Putha, T Raj, ...
Scientific Reports 11 (1), 858, 2021
392021
Severity and consolidation quantification of COVID-19 from CT images using deep learning based on hybrid weak labels
D Wu, K Gong, CD Arru, F Homayounieh, B Bizzo, V Buch, H Ren, K Kim, ...
IEEE Journal of Biomedical and Health Informatics 24 (12), 3529-3538, 2020
352020
Using DICOM metadata for radiological image series categorization: a feasibility study on large clinical brain MRI datasets
R Gauriau, C Bridge, L Chen, F Kitamura, NA Tenenholtz, JE Kirsch, ...
Journal of digital imaging 33, 747-762, 2020
352020
A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records
K Gong, D Wu, CD Arru, F Homayounieh, N Neumark, J Guan, V Buch, ...
European journal of radiology 139, 109583, 2021
322021
Neuropsychiatric lupus: classification criteria in neuroimaging studies
TM Netto, N Zimmermann, F Rueda-Lopes, BC Bizzo, RP Fonseca, ...
Canadian Journal of Neurological Sciences 40 (3), 284-291, 2013
222013
Evaluation of an artificial intelligence model for detection of pneumothorax and tension pneumothorax in chest radiographs
JM Hillis, BC Bizzo, S Mercaldo, JK Chin, I Newbury-Chaet, ...
JAMA Network Open 5 (12), e2247172-e2247172, 2022
172022
Prediction of burden and management of renal calculi from whole kidney radiomics: a multicenter study
F Homayounieh, R Doda Khera, BC Bizzo, S Ebrahimian, A Primak, ...
Abdominal Radiology 46, 2097-2106, 2021
172021
Detection and delineation of acute cerebral infarct on DWI using weakly supervised machine learning
S Pedemonte, B Bizzo, S Pomerantz, N Tenenholtz, B Wright, M Walters, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
162018
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