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Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologiesFeng Xie, Nan Liu, Marcus Eng Hock Ong et al.|Journal of Biomedical Informatics|2021Cited by 142
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniquesMingxuan Liu, Nan Liu, Siqi Li et al.|Artificial Intelligence in Medicine|2023Cited by 129
Retrieval-augmented generation for generative artificial intelligence in health careRui Yang, Nan Liu, Yilin Ning et al.|npj Health Systems|2025Cited by 86
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival dataFeng Xie, Bibhas Chakraborty, Yilin Ning et al.|Journal of Biomedical Informatics|2021Cited by 28