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Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge.
Bulten W, Kartasalo K, Chen PC, Ström P, Pinckaers H, Nagpal K, Cai Y, Steiner DF, van Boven H, Vink R, Hulsbergen-van de Kaa C, van der Laak J, Amin MB, Evans AJ, van der Kwast T, Allan R, Humphrey PA, Grönberg H, Samaratunga H, Delahunt B, Tsuzuki T, Häkkinen T, Egevad L, Demkin M, Dane S, Tan F, Valkonen M, Corrado GS, Peng L, Mermel CH, Ruusuvuori P, Litjens G, Eklund M; PANDA challenge consortium. Bulten W, et al. Among authors: peng l. Nat Med. 2022 Jan;28(1):154-163. doi: 10.1038/s41591-021-01620-2. Epub 2022 Jan 13. Nat Med. 2022. PMID: 35027755 Free PMC article.
Deep Learning for Predicting Refractive Error From Retinal Fundus Images.
Varadarajan AV, Poplin R, Blumer K, Angermueller C, Ledsam J, Chopra R, Keane PA, Corrado GS, Peng L, Webster DR. Varadarajan AV, et al. Among authors: peng l. Invest Ophthalmol Vis Sci. 2018 Jun 1;59(7):2861-2868. doi: 10.1167/iovs.18-23887. Invest Ophthalmol Vis Sci. 2018. PMID: 30025129
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy.
Sayres R, Taly A, Rahimy E, Blumer K, Coz D, Hammel N, Krause J, Narayanaswamy A, Rastegar Z, Wu D, Xu S, Barb S, Joseph A, Shumski M, Smith J, Sood AB, Corrado GS, Peng L, Webster DR. Sayres R, et al. Among authors: peng l. Ophthalmology. 2019 Apr;126(4):552-564. doi: 10.1016/j.ophtha.2018.11.016. Epub 2018 Dec 13. Ophthalmology. 2019. PMID: 30553900 Free article.
How to develop machine learning models for healthcare.
Chen PC, Liu Y, Peng L. Chen PC, et al. Among authors: peng l. Nat Mater. 2019 May;18(5):410-414. doi: 10.1038/s41563-019-0345-0. Nat Mater. 2019. PMID: 31000806 No abstract available.
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer.
Nagpal K, Foote D, Liu Y, Chen PC, Wulczyn E, Tan F, Olson N, Smith JL, Mohtashamian A, Wren JH, Corrado GS, MacDonald R, Peng LH, Amin MB, Evans AJ, Sangoi AR, Mermel CH, Hipp JD, Stumpe MC. Nagpal K, et al. Among authors: peng lh. NPJ Digit Med. 2019 Jun 7;2:48. doi: 10.1038/s41746-019-0112-2. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304394 Free PMC article.
9,348 results