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Page 1
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.
Tomašev N, Harris N, Baur S, Mottram A, Glorot X, Rae JW, Zielinski M, Askham H, Saraiva A, Magliulo V, Meyer C, Ravuri S, Protsyuk I, Connell A, Hughes CO, Karthikesalingam A, Cornebise J, Montgomery H, Rees G, Laing C, Baker CR, Osborne TF, Reeves R, Hassabis D, King D, Suleyman M, Back T, Nielson C, Seneviratne MG, Ledsam JR, Mohamed S. Tomašev N, et al. Nat Protoc. 2021 Jun;16(6):2765-2787. doi: 10.1038/s41596-021-00513-5. Epub 2021 May 5. Nat Protoc. 2021. PMID: 33953393
Automated analysis of retinal imaging using machine learning techniques for computer vision.
De Fauw J, Keane P, Tomasev N, Visentin D, van den Driessche G, Johnson M, Hughes CO, Chu C, Ledsam J, Back T, Peto T, Rees G, Montgomery H, Raine R, Ronneberger O, Cornebise J. De Fauw J, et al. Among authors: tomasev n. F1000Res. 2016 Jul 5;5:1573. doi: 10.12688/f1000research.8996.2. eCollection 2016. F1000Res. 2016. PMID: 27830057 Free PMC article.
Clinically applicable deep learning for diagnosis and referral in retinal disease.
De Fauw J, Ledsam JR, Romera-Paredes B, Nikolov S, Tomasev N, Blackwell S, Askham H, Glorot X, O'Donoghue B, Visentin D, van den Driessche G, Lakshminarayanan B, Meyer C, Mackinder F, Bouton S, Ayoub K, Chopra R, King D, Karthikesalingam A, Hughes CO, Raine R, Hughes J, Sim DA, Egan C, Tufail A, Montgomery H, Hassabis D, Rees G, Back T, Khaw PT, Suleyman M, Cornebise J, Keane PA, Ronneberger O. De Fauw J, et al. Among authors: tomasev n. Nat Med. 2018 Sep;24(9):1342-1350. doi: 10.1038/s41591-018-0107-6. Epub 2018 Aug 13. Nat Med. 2018. PMID: 30104768
A clinically applicable approach to continuous prediction of future acute kidney injury.
Tomašev N, Glorot X, Rae JW, Zielinski M, Askham H, Saraiva A, Mottram A, Meyer C, Ravuri S, Protsyuk I, Connell A, Hughes CO, Karthikesalingam A, Cornebise J, Montgomery H, Rees G, Laing C, Baker CR, Peterson K, Reeves R, Hassabis D, King D, Suleyman M, Back T, Nielson C, Ledsam JR, Mohamed S. Tomašev N, et al. Nature. 2019 Aug;572(7767):116-119. doi: 10.1038/s41586-019-1390-1. Epub 2019 Jul 31. Nature. 2019. PMID: 31367026 Free PMC article.
AI for social good: unlocking the opportunity for positive impact.
Tomašev N, Cornebise J, Hutter F, Mohamed S, Picciariello A, Connelly B, Belgrave DCM, Ezer D, Haert FCV, Mugisha F, Abila G, Arai H, Almiraat H, Proskurnia J, Snyder K, Otake-Matsuura M, Othman M, Glasmachers T, Wever W, Teh YW, Khan ME, Winne R, Schaul T, Clopath C. Tomašev N, et al. Nat Commun. 2020 May 18;11(1):2468. doi: 10.1038/s41467-020-15871-z. Nat Commun. 2020. PMID: 32424119 Free PMC article. Review.
Advancing mathematics by guiding human intuition with AI.
Davies A, Veličković P, Buesing L, Blackwell S, Zheng D, Tomašev N, Tanburn R, Battaglia P, Blundell C, Juhász A, Lackenby M, Williamson G, Hassabis D, Kohli P. Davies A, et al. Among authors: tomasev n. Nature. 2021 Dec;600(7887):70-74. doi: 10.1038/s41586-021-04086-x. Epub 2021 Dec 1. Nature. 2021. PMID: 34853458 Free PMC article.
Acquisition of chess knowledge in AlphaZero.
McGrath T, Kapishnikov A, Tomašev N, Pearce A, Wattenberg M, Hassabis D, Kim B, Paquet U, Kramnik V. McGrath T, et al. Among authors: tomasev n. Proc Natl Acad Sci U S A. 2022 Nov 22;119(47):e2206625119. doi: 10.1073/pnas.2206625119. Epub 2022 Nov 14. Proc Natl Acad Sci U S A. 2022. PMID: 36375061 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: tomasev n. 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
Large language models encode clinical knowledge.
Singhal K, Azizi S, Tu T, Mahdavi SS, Wei J, Chung HW, Scales N, Tanwani A, Cole-Lewis H, Pfohl S, Payne P, Seneviratne M, Gamble P, Kelly C, Babiker A, Schärli N, Chowdhery A, Mansfield P, Demner-Fushman D, Agüera Y Arcas B, Webster D, Corrado GS, Matias Y, Chou K, Gottweis J, Tomasev N, Liu Y, Rajkomar A, Barral J, Semturs C, Karthikesalingam A, Natarajan V. Singhal K, et al. Among authors: tomasev n. Nature. 2023 Aug;620(7972):172-180. doi: 10.1038/s41586-023-06291-2. Epub 2023 Jul 12. Nature. 2023. PMID: 37438534 Free PMC article.
17 results