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Machine Learning–Based Overall Survival Prediction of Elderly Patients With Multiple Myeloma From Multicentre Real-Life Data

OBJECTIVE: To use machine learning methods to explore overall survival (OS)-related prognostic factors in elderly multiple myeloma (MM) patients. METHODS: Data were cleaned and imputed using simple imputation methods. Two data resampling methods were implemented to facilitate model building and cros...

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Detalles Bibliográficos
Autores principales: Bao, Li, Wang, Yu-tong, Zhuang, Jun-ling, Liu, Ai-jun, Dong, Yu-jun, Chu, Bin, Chen, Xiao-huan, Lu, Min-qiu, Shi, Lei, Gao, Shan, Fang, Li-juan, Xiang, Qiu-qing, Ding, Yue-hua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293757/
https://www.ncbi.nlm.nih.gov/pubmed/35865475
http://dx.doi.org/10.3389/fonc.2022.922039