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AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences

Early detection of heart failure (HF) can provide patients with the opportunity for more timely intervention and better disease management, as well as efficient use of healthcare resources. Recent machine learning (ML) methods have shown promising performance on diagnostic prediction using temporal...

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Detalles Bibliográficos
Autores principales: Zhang, Tianran, Chen, Muhao, Bui, Alex A.T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580228/
https://www.ncbi.nlm.nih.gov/pubmed/35987449
http://dx.doi.org/10.1016/j.jbi.2022.104168