Health Informatics | Machine Learning in Healthcare TEE4EHR: Transformer event encoder for better representation learning in electronic health records. June 22, 2024
Geriatrics | Imaging Informatics | Machine Learning in Healthcare Motico: An attentional mechanism network model for smart aging disease risk prediction based on image data classification. June 18, 2024
Critical Care Medicine | Machine Learning in Healthcare | Medical Informatics Predicting Hypoxia Using Machine Learning: Systematic Review. February 8, 2024
Health Informatics | Machine Learning in Healthcare EAPR: explainable and augmented patient representation learning for disease prediction. November 17, 2023
Bioinformatics | Biomedical Informatics | Machine Learning in Healthcare MODILM: towards better complex diseases classification using a novel multi-omics data integration learning model. May 5, 2023
Biomedical imaging | Machine Learning in Healthcare | Radiology Photoacoustic imaging with limited sampling: a review of machine learning approaches. April 20, 2023
Fetal Medicine | Machine Learning in Healthcare | Obstetrics A deep feature fusion network for fetal state assessment. December 19, 2022
Clinical Informatics | Machine Learning in Healthcare Leveraging clinical data across healthcare institutions for continual learning of predictive risk models. May 19, 2022
Health Informatics | Machine Learning in Healthcare Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction. May 21, 2021
Health economics | Healthcare Analytics | Machine Learning in Healthcare Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction. September 27, 2020
Critical Care Medicine | Machine Learning in Healthcare Predict In-Hospital Code Blue Events using Monitor Alarms through Deep Learning Approach. March 11, 2019