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Use of federated learning to develop an artificial intelligence model predicting usable blastocyst formation from pre-ICSI oocyte images.
Hall JMM, Nguyen TV, Dinsmore AW, Perugini D, Perugini M, Fukunaga N, Asada Y, Schiewe M, Lim AYX, Lee C, Patel N, Bhadarka H, Chiang J, Bose DP, Mankee-Sookram S, Minto-Bain C, Bilen E, Diakiw SM. Hall JMM, et al. Among authors: perugini m. Reprod Biomed Online. 2024 Dec;49(6):104403. doi: 10.1016/j.rbmo.2024.104403. Epub 2024 Aug 13. Reprod Biomed Online. 2024. PMID: 39433005 Free article.
An artificial intelligence model correlated with morphological and genetic features of blastocyst quality improves ranking of viable embryos.
Diakiw SM, Hall JMM, VerMilyea M, Lim AYX, Quangkananurug W, Chanchamroen S, Bankowski B, Stones R, Storr A, Miller A, Adaniya G, van Tol R, Hanson R, Aizpurua J, Giardini L, Johnston A, Van Nguyen T, Dakka MA, Perugini D, Perugini M. Diakiw SM, et al. Among authors: perugini d, perugini m. Reprod Biomed Online. 2022 Dec;45(6):1105-1117. doi: 10.1016/j.rbmo.2022.07.018. Epub 2022 Aug 3. Reprod Biomed Online. 2022. PMID: 36117079 Free article.
Development of an artificial intelligence model for predicting the likelihood of human embryo euploidy based on blastocyst images from multiple imaging systems during IVF.
Diakiw SM, Hall JMM, VerMilyea MD, Amin J, Aizpurua J, Giardini L, Briones YG, Lim AYX, Dakka MA, Nguyen TV, Perugini D, Perugini M. Diakiw SM, et al. Among authors: perugini d, perugini m. Hum Reprod. 2022 Jul 30;37(8):1746-1759. doi: 10.1093/humrep/deac131. Hum Reprod. 2022. PMID: 35674312 Free PMC article.
Automated detection of poor-quality data: case studies in healthcare.
Dakka MA, Nguyen TV, Hall JMM, Diakiw SM, VerMilyea M, Linke R, Perugini M, Perugini D. Dakka MA, et al. Among authors: perugini d, perugini m. Sci Rep. 2021 Sep 9;11(1):18005. doi: 10.1038/s41598-021-97341-0. Sci Rep. 2021. PMID: 34504205 Free PMC article.
346 results