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Scalable collaborative targeted learning for high-dimensional data.
Ju C, Gruber S, Lendle SD, Chambaz A, Franklin JM, Wyss R, Schneeweiss S, van der Laan MJ. Ju C, et al. Stat Methods Med Res. 2019 Feb;28(2):532-554. doi: 10.1177/0962280217729845. Epub 2017 Sep 22. Stat Methods Med Res. 2019. PMID: 28936917 Free PMC article.
Online cross-validation-based ensemble learning.
Benkeser D, Ju C, Lendle S, van der Laan M. Benkeser D, et al. Among authors: ju c. Stat Med. 2018 Jan 30;37(2):249-260. doi: 10.1002/sim.7320. Epub 2017 May 4. Stat Med. 2018. PMID: 28474419 Free PMC article.
Analysis of the Human Protein Atlas Image Classification competition.
Ouyang W, Winsnes CF, Hjelmare M, Cesnik AJ, Åkesson L, Xu H, Sullivan DP, Dai S, Lan J, Jinmo P, Galib SM, Henkel C, Hwang K, Poplavskiy D, Tunguz B, Wolfinger RD, Gu Y, Li C, Xie J, Buslov D, Fironov S, Kiselev A, Panchenko D, Cao X, Wei R, Wu Y, Zhu X, Tseng KL, Gao Z, Ju C, Yi X, Zheng H, Kappel C, Lundberg E. Ouyang W, et al. Among authors: ju c. Nat Methods. 2019 Dec;16(12):1254-1261. doi: 10.1038/s41592-019-0658-6. Epub 2019 Nov 28. Nat Methods. 2019. PMID: 31780840 Free PMC article.
Author Correction: Analysis of the Human Protein Atlas Image Classification competition.
Ouyang W, Winsnes CF, Hjelmare M, Cesnik AJ, Åkesson L, Xu H, Sullivan DP, Dai S, Lan J, Jinmo P, Galib SM, Henkel C, Hwang K, Poplavskiy D, Tunguz B, Wolfinger RD, Gu Y, Li C, Xie J, Buslov D, Fironov S, Kiselev A, Panchenko D, Cao X, Wei R, Wu Y, Zhu X, Tseng KL, Gao Z, Ju C, Yi X, Zheng H, Kappel C, Lundberg E. Ouyang W, et al. Among authors: ju c. Nat Methods. 2020 Sep;17(9):948. doi: 10.1038/s41592-020-0937-2. Nat Methods. 2020. PMID: 32760039 Free PMC article.
890 results