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A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study.
Babenko B, Traynis I, Chen C, Singh P, Uddin A, Cuadros J, Daskivich LP, Maa AY, Kim R, Kang EY, Matias Y, Corrado GS, Peng L, Webster DR, Semturs C, Krause J, Varadarajan AV, Hammel N, Liu Y. Babenko B, et al. Among authors: krause j. Lancet Digit Health. 2023 May;5(5):e257-e264. doi: 10.1016/S2589-7500(23)00022-5. Epub 2023 Mar 23. Lancet Digit Health. 2023. PMID: 36966118 Free article.
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: krause j. 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 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: krause j. 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: krause j. 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.
Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs.
Phene S, Dunn RC, Hammel N, Liu Y, Krause J, Kitade N, Schaekermann M, Sayres R, Wu DJ, Bora A, Semturs C, Misra A, Huang AE, Spitze A, Medeiros FA, Maa AY, Gandhi M, Corrado GS, Peng L, Webster DR. Phene S, et al. Among authors: krause j. Ophthalmology. 2019 Dec;126(12):1627-1639. doi: 10.1016/j.ophtha.2019.07.024. Epub 2019 Sep 24. Ophthalmology. 2019. PMID: 31561879 Free article.
Remote Tool-Based Adjudication for Grading Diabetic Retinopathy.
Schaekermann M, Hammel N, Terry M, Ali TK, Liu Y, Basham B, Campana B, Chen W, Ji X, Krause J, Corrado GS, Peng L, Webster DR, Law E, Sayres R. Schaekermann M, et al. Among authors: krause j. Transl Vis Sci Technol. 2019 Dec 18;8(6):40. doi: 10.1167/tvst.8.6.40. eCollection 2019 Nov. Transl Vis Sci Technol. 2019. PMID: 31867141 Free PMC article.
Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders.
Limwattanayingyong J, Nganthavee V, Seresirikachorn K, Singalavanija T, Soonthornworasiri N, Ruamviboonsuk V, Rao C, Raman R, Grzybowski A, Schaekermann M, Peng LH, Webster DR, Semturs C, Krause J, Sayres R, Hersch F, Tiwari R, Liu Y, Ruamviboonsuk P. Limwattanayingyong J, et al. Among authors: krause j. J Diabetes Res. 2020 Dec 15;2020:8839376. doi: 10.1155/2020/8839376. eCollection 2020. J Diabetes Res. 2020. PMID: 33381600 Free PMC article.
Lessons learned from translating AI from development to deployment in healthcare.
Widner K, Virmani S, Krause J, Nayar J, Tiwari R, Pedersen ER, Jeji D, Hammel N, Matias Y, Corrado GS, Liu Y, Peng L, Webster DR. Widner K, et al. Among authors: krause j. Nat Med. 2023 Jun;29(6):1304-1306. doi: 10.1038/s41591-023-02293-9. Nat Med. 2023. PMID: 37248297 No abstract available.
1,543 results