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Using Machine Learning to Integrate Socio-Behavioral Factors in Predicting Cardiovascular-Related Mortality Risk.

, , , , , и . MedInfo, том 264 из Studies in Health Technology and Informatics, стр. 433-437. IOS Press, (2019)

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Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records., , , , , , , и . IEEE J. Biomed. Health Informatics, 27 (2): 1106-1117 (февраля 2023)Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records., , , , , , , и . CoRR, (2021)Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes., , , , , и . BIBM, стр. 683-686. IEEE Computer Society, (2018)Enhancing Health Data Interoperability with Large Language Models: A FHIR Study., , , , и . CoRR, (2023)Using Machine Learning to Integrate Socio-Behavioral Factors in Predicting Cardiovascular-Related Mortality Risk., , , , , и . MedInfo, том 264 из Studies in Health Technology and Informatics, стр. 433-437. IOS Press, (2019)Transfer Learning in Electronic Health Records through Clinical Concept Embedding., , , , , , , , и . CoRR, (2021)A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports., , и . BIBM, стр. 1999-2004. IEEE, (2020)Deep Reinforcement Learning for Cost-Effective Medical Diagnosis., , , , , и . CoRR, (2023)A Comparative Study of Pretrained Language Models for Long Clinical Text., , , , и . CoRR, (2023)Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records., , , , , , , , и . CoRR, (2020)