Deep Staging: An Interpretable Deep Learning Framework for Disease Staging
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI)(2021)
摘要
Disease staging aims to measure the development of disease that uses clinical criteria to qualitatively classify the course of illness. Staging is a critical task in many clinical scenarios, for example, it could be used to guide the therapy and care, predict the clinical outcomes, optimize the utilization of resources, etc. Recently, data-driven disease staging using massive observational data ha...
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关键词
Deep learning,Recurrent neural networks,Conferences,Hidden Markov models,Medical treatment,Markov processes,Task analysis
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