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A deep learning system for differential diagnosis of skin diseases.
Liu Y, Jain A, Eng C, Way DH, Lee K, Bui P, Kanada K, de Oliveira Marinho G, Gallegos J, Gabriele S, Gupta V, Singh N, Natarajan V, Hofmann-Wellenhof R, Corrado GS, Peng LH, Webster DR, Ai D, Huang SJ, Liu Y, Dunn RC, Coz D. Liu Y, et al. Among authors: webster dr. Nat Med. 2020 Jun;26(6):900-908. doi: 10.1038/s41591-020-0842-3. Epub 2020 May 18. Nat Med. 2020. PMID: 32424212
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: webster dr. 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: webster dr. 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.
Deep learning in ophthalmology: The technical and clinical considerations.
Ting DSW, Peng L, Varadarajan AV, Keane PA, Burlina PM, Chiang MF, Schmetterer L, Pasquale LR, Bressler NM, Webster DR, Abramoff M, Wong TY. Ting DSW, et al. Among authors: webster dr. Prog Retin Eye Res. 2019 Sep;72:100759. doi: 10.1016/j.preteyeres.2019.04.003. Epub 2019 Apr 29. Prog Retin Eye Res. 2019. PMID: 31048019 Review.
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
Raumviboonsuk P, Krause J, Chotcomwongse P, Sayres R, Raman R, Widner K, Campana BJL, Phene S, Hemarat K, Tadarati M, Silpa-Archa S, Limwattanayingyong J, Rao C, Kuruvilla O, Jung J, Tan J, Orprayoon S, Kangwanwongpaisan C, Sukumalpaiboon R, Luengchaichawang C, Fuangkaew J, Kongsap P, Chualinpha L, Saree S, Kawinpanitan S, Mitvongsa K, Lawanasakol S, Thepchatri C, Wongpichedchai L, Corrado GS, Peng L, Webster DR. Raumviboonsuk P, et al. Among authors: webster dr. NPJ Digit Med. 2019 Apr 10;2:25. doi: 10.1038/s41746-019-0099-8. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304372 Free PMC article.
Erratum: Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
Ruamviboonsuk P, Krause J, Chotcomwongse P, Sayres R, Raman R, Widner K, Campana BJL, Phene S, Hemarat K, Tadarati M, Silpa-Archa S, Limwattanayingyong J, Rao C, Kuruvilla O, Jung J, Tan J, Orprayoon S, Kangwanwongpaisan C, Sukumalpaiboon R, Luengchaichawang C, Fuangkaew J, Kongsap P, Chualinpha L, Saree S, Kawinpanitan S, Mitvongsa K, Lawanasakol S, Thepchatri C, Wongpichedchai L, Corrado GS, Peng L, Webster DR. Ruamviboonsuk P, et al. Among authors: webster dr. NPJ Digit Med. 2019 Jul 23;2:68. doi: 10.1038/s41746-019-0146-5. eCollection 2019. NPJ Digit Med. 2019. PMID: 31341955 Free PMC article.
205 results