Cardiology | Healthcare | Machine Learning Prototype Learning for Medical Time Series Classification via Human-Machine Collaboration. April 27, 2024
Bioinformatics | Diabetology | Genetics A novel interpretable deep transfer learning combining diverse learnable parameters for improved T2D prediction based on single-cell gene regulatory networks. February 23, 2024
Machine Learning | Neuroimaging | Neurology Magnetoencephalography Decoding Transfer Approach: From Deep Learning Models to Intrinsically Interpretable Models. February 13, 2024
Bioinformatics | Biomedical Research Interpretable deep learning methods for multiview learning. February 13, 2024
Maternal-Fetal Medicine | Obstetrics Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes. January 26, 2024
Artificial Intelligence in Medicine | Cardiology Recent developments in machine learning modeling methods for hypertension treatment. January 12, 2024
Artificial Intelligence | Computer Science | Machine Learning Understanding the black-box: towards interpretable and reliable deep learning models. December 11, 2023
Psychiatry | Public Health Social Media Images Can Predict Suicide Risk Using Interpretable Large Language-Vision Models. November 29, 2023
Anesthesiology | Cardiology | Critical Care Medicine Online interpretable dynamic prediction models for postoperative delirium after cardiac surgery under cardiopulmonary bypass developed based on machine learning algorithms: A retrospective cohort study. November 23, 2023
Artificial Intelligence | Computer Science A survey of sum-product networks structural learning. May 28, 2023
Cardiology | Medical Imaging Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models. April 12, 2023