Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data

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Transformer is the latest deep neural network (DNN) architecture for sequence data learning, which has revolutionized the field of natural language processing. This success has motivated researchers to explore its application in the healthcare domain. Despite the similarities between longitudinal cl...

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Detalles Bibliográficos
Autores principales: Shao, Yijun, Cheng, Yan, Nelson, Stuart J., Kokkinos, Peter, Zamrini, Edward Y., Ahmed, Ali, Zeng-Treitler, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10381142/
https://www.ncbi.nlm.nih.gov/pubmed/37511683
http://dx.doi.org/10.3390/jpm13071070

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