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Multimodal machine learning in precision health: A scoping review

Machine learning is frequently being leveraged to tackle problems in the health sector including utilization for clinical decision-support. Its use has historically been focused on single modal data. Attempts to improve prediction and mimic the multimodal nature of clinical expert decision-making ha...

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Detalles Bibliográficos
Autores principales: Kline, Adrienne, Wang, Hanyin, Li, Yikuan, Dennis, Saya, Hutch, Meghan, Xu, Zhenxing, Wang, Fei, Cheng, Feixiong, Luo, Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9640667/
https://www.ncbi.nlm.nih.gov/pubmed/36344814
http://dx.doi.org/10.1038/s41746-022-00712-8