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A foundation model for generalizable disease detection from retinal images.
Zhou Y, Chia MA, Wagner SK, Ayhan MS, Williamson DJ, Struyven RR, Liu T, Xu M, Lozano MG, Woodward-Court P, Kihara Y; UK Biobank Eye & Vision Consortium; Altmann A, Lee AY, Topol EJ, Denniston AK, Alexander DC, Keane PA. Zhou Y, et al. Among authors: topol ej. Nature. 2023 Oct;622(7981):156-163. doi: 10.1038/s41586-023-06555-x. Epub 2023 Sep 13. Nature. 2023. PMID: 37704728 Free PMC article.
With an eye to AI and autonomous diagnosis.
Keane PA, Topol EJ. Keane PA, et al. Among authors: topol ej. NPJ Digit Med. 2018 Aug 28;1:40. doi: 10.1038/s41746-018-0048-y. eCollection 2018. NPJ Digit Med. 2018. PMID: 31304321 Free PMC article. No abstract available.
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis.
Liu X, Faes L, Kale AU, Wagner SK, Fu DJ, Bruynseels A, Mahendiran T, Moraes G, Shamdas M, Kern C, Ledsam JR, Schmid MK, Balaskas K, Topol EJ, Bachmann LM, Keane PA, Denniston AK. Liu X, et al. Among authors: topol ej. Lancet Digit Health. 2019 Oct;1(6):e271-e297. doi: 10.1016/S2589-7500(19)30123-2. Epub 2019 Sep 25. Lancet Digit Health. 2019. PMID: 33323251 Free article.
PRISMA AI reporting guidelines for systematic reviews and meta-analyses on AI in healthcare.
Cacciamani GE, Chu TN, Sanford DI, Abreu A, Duddalwar V, Oberai A, Kuo CJ, Liu X, Denniston AK, Vasey B, McCulloch P, Wolff RF, Mallett S, Mongan J, Kahn CE Jr, Sounderajah V, Darzi A, Dahm P, Moons KGM, Topol E, Collins GS, Moher D, Gill IS, Hung AJ. Cacciamani GE, et al. Nat Med. 2023 Jan;29(1):14-15. doi: 10.1038/s41591-022-02139-w. Nat Med. 2023. PMID: 36646804 No abstract available.
Foundation models for generalist medical artificial intelligence.
Moor M, Banerjee O, Abad ZSH, Krumholz HM, Leskovec J, Topol EJ, Rajpurkar P. Moor M, et al. Among authors: topol ej. Nature. 2023 Apr;616(7956):259-265. doi: 10.1038/s41586-023-05881-4. Epub 2023 Apr 12. Nature. 2023. PMID: 37045921 Review.
Microdroplet-based PCR enrichment for large-scale targeted sequencing.
Tewhey R, Warner JB, Nakano M, Libby B, Medkova M, David PH, Kotsopoulos SK, Samuels ML, Hutchison JB, Larson JW, Topol EJ, Weiner MP, Harismendy O, Olson J, Link DR, Frazer KA. Tewhey R, et al. Among authors: topol ej. Nat Biotechnol. 2009 Nov;27(11):1025-31. doi: 10.1038/nbt.1583. Epub 2009 Nov 1. Nat Biotechnol. 2009. PMID: 19881494 Free PMC article.
1,206 results