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Simplified Transfer Learning for Chest Radiography Models Using Less Data.
Sellergren AB, Chen C, Nabulsi Z, Li Y, Maschinot A, Sarna A, Huang J, Lau C, Kalidindi SR, Etemadi M, Garcia-Vicente F, Melnick D, Liu Y, Eswaran K, Tse D, Beladia N, Krishnan D, Shetty S. Sellergren AB, et al. Among authors: beladia n. Radiology. 2022 Nov;305(2):454-465. doi: 10.1148/radiol.212482. Epub 2022 Jul 19. Radiology. 2022. PMID: 35852426
Deep Learning Detection of Active Pulmonary Tuberculosis at Chest Radiography Matched the Clinical Performance of Radiologists.
Kazemzadeh S, Yu J, Jamshy S, Pilgrim R, Nabulsi Z, Chen C, Beladia N, Lau C, McKinney SM, Hughes T, Kiraly AP, Kalidindi SR, Muyoyeta M, Malemela J, Shih T, Corrado GS, Peng L, Chou K, Chen PC, Liu Y, Eswaran K, Tse D, Shetty S, Prabhakara S. Kazemzadeh S, et al. Among authors: beladia n. Radiology. 2023 Jan;306(1):124-137. doi: 10.1148/radiol.212213. Epub 2022 Sep 6. Radiology. 2023. PMID: 36066366
Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19.
Nabulsi Z, Sellergren A, Jamshy S, Lau C, Santos E, Kiraly AP, Ye W, Yang J, Pilgrim R, Kazemzadeh S, Yu J, Kalidindi SR, Etemadi M, Garcia-Vicente F, Melnick D, Corrado GS, Peng L, Eswaran K, Tse D, Beladia N, Liu Y, Chen PC, Shetty S. Nabulsi Z, et al. Among authors: beladia n. Sci Rep. 2021 Sep 1;11(1):15523. doi: 10.1038/s41598-021-93967-2. Sci Rep. 2021. PMID: 34471144 Free PMC article.
Assistive AI in Lung Cancer Screening: A Retrospective Multinational Study in the United States and Japan.
Kiraly AP, Cunningham CA, Najafi R, Nabulsi Z, Yang J, Lau C, Ledsam JR, Ye W, Ardila D, McKinney SM, Pilgrim R, Liu Y, Saito H, Shimamura Y, Etemadi M, Melnick D, Jansen S, Corrado GS, Peng L, Tse D, Shetty S, Prabhakara S, Naidich DP, Beladia N, Eswaran K. Kiraly AP, et al. Among authors: beladia n. Radiol Artif Intell. 2024 Mar 13:e230079. doi: 10.1148/ryai.230079. Online ahead of print. Radiol Artif Intell. 2024. PMID: 38477661