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Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data
Transformer is the latest deep neural network (DNN) architecture for sequence data learning that 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 clin...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Cold Spring Harbor Laboratory
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055462/ https://www.ncbi.nlm.nih.gov/pubmed/36993767 http://dx.doi.org/10.1101/2023.03.09.23287046 |
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por Shao, Yijun, Cheng, Yan, Nelson, Stuart J., Kokkinos, Peter, Zamrini, Edward Y., Ahmed, Ali, Zeng-Treitler, Qing
Publicado 2023
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Publicado 2023
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Online
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Texto