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Short-term outcome prediction for myasthenia gravis: an explainable machine learning model

BACKGROUND: Myasthenia gravis (MG) is an autoimmune disease characterized by muscle weakness and fatigability. The fluctuating nature of the disease course impedes the clinical management. OBJECTIVE: The purpose of the study was to establish and validate a machine learning (ML)–based model for predi...

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Detalles Bibliográficos
Autores principales: Zhong, Huahua, Ruan, Zhe, Yan, Chong, Lv, Zhiguo, Zheng, Xueying, Goh, Li-Ying, Xi, Jianying, Song, Jie, Luo, Lijun, Chu, Lan, Tan, Song, Zhang, Chao, Bu, Bitao, Da, Yuwei, Duan, Ruisheng, Yang, Huan, Luo, Sushan, Chang, Ting, Zhao, Chongbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9969443/
https://www.ncbi.nlm.nih.gov/pubmed/36860354
http://dx.doi.org/10.1177/17562864231154976