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Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020.
Woskie LR, Hennessy J, Espinosa V, Tsai TC, Vispute S, Jacobson BH, Cattuto C, Gauvin L, Tizzoni M, Fabrikant A, Gadepalli K, Boulanger A, Pearce A, Kamath C, Schlosberg A, Stanton C, Bavadekar S, Abueg M, Hogue M, Oplinger A, Chou K, Corrado G, Shekel T, Jha AK, Wellenius GA, Gabrilovich E. Woskie LR, et al. Among authors: corrado g. PLoS One. 2021 Jun 30;16(6):e0253071. doi: 10.1371/journal.pone.0253071. eCollection 2021. PLoS One. 2021. PMID: 34191818 Free PMC article.
A guide to deep learning in healthcare.
Esteva A, Robicquet A, Ramsundar B, Kuleshov V, DePristo M, Chou K, Cui C, Corrado G, Thrun S, Dean J. Esteva A, et al. Among authors: corrado g. Nat Med. 2019 Jan;25(1):24-29. doi: 10.1038/s41591-018-0316-z. Epub 2019 Jan 7. Nat Med. 2019. PMID: 30617335 Review.
Customization scenarios for de-identification of clinical notes.
Hartman T, Howell MD, Dean J, Hoory S, Slyper R, Laish I, Gilon O, Vainstein D, Corrado G, Chou K, Po MJ, Williams J, Ellis S, Bee G, Hassidim A, Amira R, Beryozkin G, Szpektor I, Matias Y. Hartman T, et al. Among authors: corrado g. BMC Med Inform Decis Mak. 2020 Jan 30;20(1):14. doi: 10.1186/s12911-020-1026-2. BMC Med Inform Decis Mak. 2020. PMID: 32000770 Free PMC article.
Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens.
Nagpal K, Foote D, Tan F, Liu Y, Chen PC, Steiner DF, Manoj N, Olson N, Smith JL, Mohtashamian A, Peterson B, Amin MB, Evans AJ, Sweet JW, Cheung C, van der Kwast T, Sangoi AR, Zhou M, Allan R, Humphrey PA, Hipp JD, Gadepalli K, Corrado GS, Peng LH, Stumpe MC, Mermel CH. Nagpal K, et al. JAMA Oncol. 2020 Sep 1;6(9):1372-1380. doi: 10.1001/jamaoncol.2020.2485. JAMA Oncol. 2020. PMID: 32701148 Free PMC article.
Publisher Correction: 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. Nature. 2023 Aug;620(7973):E19. doi: 10.1038/s41586-023-06455-0. Nature. 2023. PMID: 37500979 Free PMC article. No abstract available.
Scalable and accurate deep learning with electronic health records.
Rajkomar A, Oren E, Chen K, Dai AM, Hajaj N, Hardt M, Liu PJ, Liu X, Marcus J, Sun M, Sundberg P, Yee H, Zhang K, Zhang Y, Flores G, Duggan GE, Irvine J, Le Q, Litsch K, Mossin A, Tansuwan J, Wang D, Wexler J, Wilson J, Ludwig D, Volchenboum SL, Chou K, Pearson M, Madabushi S, Shah NH, Butte AJ, Howell MD, Cui C, Corrado GS, Dean J. Rajkomar A, et al. Among authors: corrado gs. NPJ Digit Med. 2018 May 8;1:18. doi: 10.1038/s41746-018-0029-1. eCollection 2018. NPJ Digit Med. 2018. PMID: 31304302 Free PMC article.
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: corrado g. 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.
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. 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.
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. Radiology. 2023 Jan;306(1):124-137. doi: 10.1148/radiol.212213. Epub 2022 Sep 6. Radiology. 2023. PMID: 36066366
438 results