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Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.
Drukker K, Chen W, Gichoya J, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Myers K, Sá RC, Sahiner B, Whitney H, Zhang Z, Giger M. Drukker K, et al. Among authors: sahiner b. J Med Imaging (Bellingham). 2023 Nov;10(6):061104. doi: 10.1117/1.JMI.10.6.061104. Epub 2023 Apr 26. J Med Imaging (Bellingham). 2023. PMID: 37125409 Free PMC article.
Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.
Whitney HM, Baughan N, Myers KJ, Drukker K, Gichoya J, Bower B, Chen W, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Sá RC, Sahiner B, Zhang Z, Giger ML. Whitney HM, et al. Among authors: sahiner b. J Med Imaging (Bellingham). 2023 Nov;10(6):61105. doi: 10.1117/1.JMI.10.6.061105. Epub 2023 Jul 18. J Med Imaging (Bellingham). 2023. PMID: 37469387 Free PMC article.
Methodology for Good Machine Learning with Multi-Omics Data.
Coroller T, Sahiner B, Amatya A, Gossmann A, Karagiannis K, Moloney C, Samala RK, Santana-Quintero L, Solovieff N, Wang C, Amiri-Kordestani L, Cao Q, Cha KH, Charlab R, Cross FH Jr, Hu T, Huang R, Kraft J, Krusche P, Li Y, Li Z, Mazo I, Paul R, Schnakenberg S, Serra P, Smith S, Song C, Su F, Tiwari M, Vechery C, Xiong X, Zarate JP, Zhu H, Chakravartty A, Liu Q, Ohlssen D, Petrick N, Schneider JA, Walderhaug M, Zuber E. Coroller T, et al. Among authors: sahiner b. Clin Pharmacol Ther. 2024 Apr;115(4):745-757. doi: 10.1002/cpt.3105. Epub 2024 Jan 31. Clin Pharmacol Ther. 2024. PMID: 37965805
Sequestration of imaging studies in MIDRC: stratified sampling to balance demographic characteristics of patients in a multi-institutional data commons.
Baughan N, Whitney HM, Drukker K, Sahiner B, Hu T, Kim GH, McNitt-Gray M, Myers KJ, Giger ML. Baughan N, et al. Among authors: sahiner b. J Med Imaging (Bellingham). 2023 Nov;10(6):064501. doi: 10.1117/1.JMI.10.6.064501. Epub 2023 Nov 16. J Med Imaging (Bellingham). 2023. PMID: 38074627 Free PMC article.
Applying queueing theory to evaluate wait-time-savings of triage algorithms.
Thompson YLE, Levine GM, Chen W, Sahiner B, Li Q, Petrick N, Delfino JG, Lago MA, Cao Q, Samuelson FW. Thompson YLE, et al. Among authors: sahiner b. Queueing Syst. 2024;108(3-4):579-610. doi: 10.1007/s11134-024-09927-w. Epub 2024 Sep 21. Queueing Syst. 2024. PMID: 39449985 Free PMC article.
165 results