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Page 1
Collaboration between clinicians and vision-language models in radiology report generation.
Tanno R, Barrett DGT, Sellergren A, Ghaisas S, Dathathri S, See A, Welbl J, Lau C, Tu T, Azizi S, Singhal K, Schaekermann M, May R, Lee R, Man S, Mahdavi S, Ahmed Z, Matias Y, Barral J, Eslami SMA, Belgrave D, Liu Y, Kalidindi SR, Shetty S, Natarajan V, Kohli P, Huang PS, Karthikesalingam A, Ktena I. Tanno R, et al. Among authors: schaekermann m. Nat Med. 2024 Nov 7. doi: 10.1038/s41591-024-03302-1. Online ahead of print. Nat Med. 2024. PMID: 39511432
A toolbox for surfacing health equity harms and biases in large language models.
Pfohl SR, Cole-Lewis H, Sayres R, Neal D, Asiedu M, Dieng A, Tomasev N, Rashid QM, Azizi S, Rostamzadeh N, McCoy LG, Celi LA, Liu Y, Schaekermann M, Walton A, Parrish A, Nagpal C, Singh P, Dewitt A, Mansfield P, Prakash S, Heller K, Karthikesalingam A, Semturs C, Barral J, Corrado G, Matias Y, Smith-Loud J, Horn I, Singhal K. Pfohl SR, et al. Among authors: schaekermann m. Nat Med. 2024 Sep 23. doi: 10.1038/s41591-024-03258-2. Online ahead of print. Nat Med. 2024. PMID: 39313595
Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study.
Schaekermann M, Spitz T, Pyles M, Cole-Lewis H, Wulczyn E, Pfohl SR, Martin D Jr, Jaroensri R, Keeling G, Liu Y, Farquhar S, Xue Q, Lester J, Hughes C, Strachan P, Tan F, Bui P, Mermel CH, Peng LH, Matias Y, Corrado GS, Webster DR, Virmani S, Semturs C, Liu Y, Horn I, Cameron Chen PH. Schaekermann M, et al. EClinicalMedicine. 2024 Mar 14;70:102479. doi: 10.1016/j.eclinm.2024.102479. eCollection 2024 Apr. EClinicalMedicine. 2024. PMID: 38685924 Free PMC article.
Real-time diabetic retinopathy screening by deep learning in a multisite national screening programme: a prospective interventional cohort study.
Ruamviboonsuk P, Tiwari R, Sayres R, Nganthavee V, Hemarat K, Kongprayoon A, Raman R, Levinstein B, Liu Y, Schaekermann M, Lee R, Virmani S, Widner K, Chambers J, Hersch F, Peng L, Webster DR. Ruamviboonsuk P, et al. Among authors: schaekermann m. Lancet Digit Health. 2022 Apr;4(4):e235-e244. doi: 10.1016/S2589-7500(22)00017-6. Epub 2022 Mar 7. Lancet Digit Health. 2022. PMID: 35272972 Free 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: schaekermann m. J Diabetes Res. 2020 Dec 15;2020:8839376. doi: 10.1155/2020/8839376. eCollection 2020. J Diabetes Res. 2020. PMID: 33381600 Free PMC article.
Tablet-based electroencephalography diagnostics for patients with epilepsy in the West African Republic of Guinea.
Sokolov E, Abdoul Bachir DH, Sakadi F, Williams J, Vogel AC, Schaekermann M, Tassiou N, Bah AK, Khatri V, Hotan GC, Ayub N, Leung E, Fantaneanu TA, Patel A, Vyas M, Milligan T, Villamar MF, Hoch D, Purves S, Esmaeili B, Stanley M, Lehn-Schioler T, Tellez-Zenteno J, Gonzalez-Giraldo E, Tolokh I, Heidarian L, Worden L, Jadeja N, Fridinger S, Lee L, Law E, Fodé Abass C, Mateen FJ. Sokolov E, et al. Among authors: schaekermann m. Eur J Neurol. 2020 Aug;27(8):1570-1577. doi: 10.1111/ene.14291. Epub 2020 May 30. Eur J Neurol. 2020. PMID: 32359218 Free PMC 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. 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.
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: schaekermann m. 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.
Smartphone EEG and remote online interpretation for children with epilepsy in the Republic of Guinea: Quality, characteristics, and practice implications.
Williams JA, Cisse FA, Schaekermann M, Sakadi F, Tassiou NR, Hotan GC, Bah AK, Hamani ABD, Lim A, Leung ECW, Fantaneanu TA, Milligan TA, Khatri V, Hoch DB, Vyas MV, Lam AD, Cohen JM, Vogel AC, Law E, Mateen FJ; Guinea Epilepsy Project. Williams JA, et al. Among authors: schaekermann m. Seizure. 2019 Oct;71:93-99. doi: 10.1016/j.seizure.2019.05.025. Epub 2019 May 31. Seizure. 2019. PMID: 31229939 Free PMC article.