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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: mckinney 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
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: mckinney sm. Radiology. 2020 Feb;294(2):421-431. doi: 10.1148/radiol.2019191293. Epub 2019 Dec 3. Radiology. 2020. PMID: 31793848
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. Nature. 2020 Jan;577(7788):89-94. doi: 10.1038/s41586-019-1799-6. Epub 2020 Jan 1. Nature. 2020. PMID: 31894144
Addendum: 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. Nature. 2020 Oct;586(7829):E19. doi: 10.1038/s41586-020-2679-9. Nature. 2020. PMID: 33057216 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: mckinney sm. Radiology. 2023 Jan;306(1):124-137. doi: 10.1148/radiol.212213. Epub 2022 Sep 6. Radiology. 2023. PMID: 36066366
A mobile-optimized artificial intelligence system for gestational age and fetal malpresentation assessment.
Gomes RG, Vwalika B, Lee C, Willis A, Sieniek M, Price JT, Chen C, Kasaro MP, Taylor JA, Stringer EM, McKinney SM, Sindano N, Dahl GE, Goodnight W 3rd, Gilmer J, Chi BH, Lau C, Spitz T, Saensuksopa T, Liu K, Tiyasirichokchai T, Wong J, Pilgrim R, Uddin A, Corrado G, Peng L, Chou K, Tse D, Stringer JSA, Shetty S. Gomes RG, et al. Among authors: mckinney sm. Commun Med (Lond). 2022 Oct 11;2:128. doi: 10.1038/s43856-022-00194-5. eCollection 2022. Commun Med (Lond). 2022. PMID: 36249461 Free PMC article.
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrović J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, Winkens J, Roy AG, Beaver Z, Ryan F, Krogue J, Etemadi M, Telang U, Liu Y, Peng L, Corrado GS, Webster DR, Fleet D, Hinton G, Houlsby N, Karthikesalingam A, Norouzi M, Natarajan V. Azizi S, et al. Among authors: mckinney sm. Nat Biomed Eng. 2023 Jun;7(6):756-779. doi: 10.1038/s41551-023-01049-7. Epub 2023 Jun 8. Nat Biomed Eng. 2023. PMID: 37291435
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, Nadich DP, Beladia N, Eswaran K. Kiraly AP, et al. Among authors: mckinney sm. Radiol Artif Intell. 2024 May;6(3):e230079. doi: 10.1148/ryai.230079. Radiol Artif Intell. 2024. PMID: 38477661
Deep Learning to Detect OCT-derived Diabetic Macular Edema from Color Retinal Photographs: A Multicenter Validation Study.
Liu X, Ali TK, Singh P, Shah A, McKinney SM, Ruamviboonsuk P, Turner AW, Keane PA, Chotcomwongse P, Nganthavee V, Chia M, Huemer J, Cuadros J, Raman R, Corrado GS, Peng L, Webster DR, Hammel N, Varadarajan AV, Liu Y, Chopra R, Bavishi P. Liu X, et al. Among authors: mckinney sm. Ophthalmol Retina. 2022 May;6(5):398-410. doi: 10.1016/j.oret.2021.12.021. Epub 2022 Jan 5. Ophthalmol Retina. 2022. PMID: 34999015 Free article.
276 results