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Collaboration between clinicians and vision-language models in radiology report generation.
Tanno R, Barrett DGT, Sellergren A, Ghaisas S, Dathathri S, See A, Welbl J, Lau C, Tu T, Azizi S, Singhal K, Schaekermann M, May R, Lee R, Man S, Mahdavi S, Ahmed Z, Matias Y, Barral J, Eslami SMA, Belgrave D, Liu Y, Kalidindi SR, Shetty S, Natarajan V, Kohli P, Huang PS, Karthikesalingam A, Ktena I. Tanno R, et al. Among authors: shetty s. Nat Med. 2024 Nov 7. doi: 10.1038/s41591-024-03302-1. Online ahead of print. Nat Med. 2024. PMID: 39511432
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians.
Dvijotham KD, Winkens J, Barsbey M, Ghaisas S, Stanforth R, Pawlowski N, Strachan P, Ahmed Z, Azizi S, Bachrach Y, Culp L, Daswani M, Freyberg J, Kelly C, Kiraly A, Kohlberger T, McKinney S, Mustafa B, Natarajan V, Geras K, Witowski J, Qin ZZ, Creswell J, Shetty S, Sieniek M, Spitz T, Corrado G, Kohli P, Cemgil T, Karthikesalingam A. Dvijotham KD, et al. Among authors: shetty s. Nat Med. 2023 Jul;29(7):1814-1820. doi: 10.1038/s41591-023-02437-x. Epub 2023 Jul 17. Nat Med. 2023. PMID: 37460754
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: shetty s. Sci Rep. 2021 Sep 1;11(1):15523. doi: 10.1038/s41598-021-93967-2. Sci Rep. 2021. PMID: 34471144 Free PMC article.
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: shetty s. Radiology. 2022 Nov;305(2):454-465. doi: 10.1148/radiol.212482. Epub 2022 Jul 19. Radiology. 2022. PMID: 35852426
An intentional approach to managing bias in general purpose embedding models.
Weng WH, Sellergen A, Kiraly AP, D'Amour A, Park J, Pilgrim R, Pfohl S, Lau C, Natarajan V, Azizi S, Karthikesalingam A, Cole-Lewis H, Matias Y, Corrado GS, Webster DR, Shetty S, Prabhakara S, Eswaran K, Celi LAG, Liu Y. Weng WH, et al. Among authors: shetty s. Lancet Digit Health. 2024 Feb;6(2):e126-e130. doi: 10.1016/S2589-7500(23)00227-3. Lancet Digit Health. 2024. PMID: 38278614 Free article. Review.
International evaluation of an AI system for breast cancer screening.
McKinney SM, Sieniek M, Godbole V, Godwin J, Antropova N, Ashrafian H, Back T, Chesus M, Corrado GS, Darzi A, Etemadi M, Garcia-Vicente F, Gilbert FJ, Halling-Brown M, Hassabis D, Jansen S, Karthikesalingam A, Kelly CJ, King D, Ledsam JR, Melnick D, Mostofi H, Peng L, Reicher JJ, Romera-Paredes B, Sidebottom R, Suleyman M, Tse D, Young KC, De Fauw J, Shetty S. McKinney SM, et al. Among authors: shetty s. Nature. 2020 Jan;577(7788):89-94. doi: 10.1038/s41586-019-1799-6. Epub 2020 Jan 1. Nature. 2020. PMID: 31894144
Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation.
Majkowska A, Mittal S, Steiner DF, Reicher JJ, McKinney SM, Duggan GE, Eswaran K, Cameron Chen PH, Liu Y, Kalidindi SR, Ding A, Corrado GS, Tse D, Shetty S. Majkowska A, et al. Among authors: shetty s. Radiology. 2020 Feb;294(2):421-431. doi: 10.1148/radiol.2019191293. Epub 2019 Dec 3. Radiology. 2020. PMID: 31793848
A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI.
Sounderajah V, Ashrafian H, Rose S, Shah NH, Ghassemi M, Golub R, Kahn CE Jr, Esteva A, Karthikesalingam A, Mateen B, Webster D, Milea D, Ting D, Treanor D, Cushnan D, King D, McPherson D, Glocker B, Greaves F, Harling L, Ordish J, Cohen JF, Deeks J, Leeflang M, Diamond M, McInnes MDF, McCradden M, Abràmoff MD, Normahani P, Markar SR, Chang S, Liu X, Mallett S, Shetty S, Denniston A, Collins GS, Moher D, Whiting P, Bossuyt PM, Darzi A. Sounderajah V, et al. Among authors: shetty s. Nat Med. 2021 Oct;27(10):1663-1665. doi: 10.1038/s41591-021-01517-0. Nat Med. 2021. PMID: 34635854 No abstract available.
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: shetty s. Radiology. 2023 Jan;306(1):124-137. doi: 10.1148/radiol.212213. Epub 2022 Sep 6. Radiology. 2023. PMID: 36066366
2,502 results