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Unsupervised random forests.
Mantero A, Ishwaran H. Mantero A, et al. Stat Anal Data Min. 2021 Apr;14(2):144-167. doi: 10.1002/sam.11498. Epub 2021 Feb 5. Stat Anal Data Min. 2021. PMID: 33833846 Free PMC article.
Heart Transplantation: An In-Depth Survival Analysis.
Hsich EM, Blackstone EH, Thuita LW, McNamara DM, Rogers JG, Yancy CW, Goldberg LR, Valapour M, Xu G, Ishwaran H. Hsich EM, et al. JACC Heart Fail. 2020 Jul;8(7):557-568. doi: 10.1016/j.jchf.2020.03.014. Epub 2020 Jun 10. JACC Heart Fail. 2020. PMID: 32535125 Free PMC article.
Commentary: The problem of class imbalance in biomedical data.
Ishwaran H, O'Brien R. Ishwaran H, et al. J Thorac Cardiovasc Surg. 2021 Jun;161(6):1940-1941. doi: 10.1016/j.jtcvs.2020.06.052. Epub 2020 Jun 29. J Thorac Cardiovasc Surg. 2021. PMID: 32711988 Free PMC article. No abstract available.
Random Forest Missing Data Algorithms.
Tang F, Ishwaran H. Tang F, et al. Stat Anal Data Min. 2017 Dec;10(6):363-377. doi: 10.1002/sam.11348. Epub 2017 Jun 13. Stat Anal Data Min. 2017. PMID: 29403567 Free PMC article.
Adjuvant Therapy After Neoadjuvant Therapy for Esophageal Cancer: Who Needs It?
Raja S, Rice TW, Lu M, Semple ME, Blackstone EH, Murthy SC, Ahmad U, McNamara M, Toth AJ, Ishwaran H; Worldwide Esophageal Cancer Collaboration Investigators. Raja S, et al. Ann Surg. 2023 Aug 1;278(2):e240-e249. doi: 10.1097/SLA.0000000000005679. Epub 2022 Aug 23. Ann Surg. 2023. PMID: 35997269 Free PMC article.
21 results