Neuroscience Model-based Explainable Deep Learning for Light-field Microscopy Imaging. April 24, 2024
Cardiology | Health Informatics | Internal Medicine An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR). April 24, 2024
Obstetrics and Gynecology | Radiology Deep learning prediction of renal anomalies for prenatal ultrasound diagnosis. April 19, 2024
Health Informatics | Infectious Diseases | Surgery An explainable long short-term memory network for surgical site infection identification. April 14, 2024
Cardiology Using explainable AI to investigate electrocardiogram changes during healthy aging-From expert features to raw signals. April 11, 2024
Neurology | Psychiatry Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures. April 2, 2024
Healthcare | Human Activity Recognition From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition. March 28, 2024
Artificial Intelligence | Digital Health | Healthcare | Precision Medicine The Promise of Explainable AI in Digital Health for Precision Medicine: A Systematic Review. March 28, 2024
Healthcare Monitoring | Smart Home Control X-CHAR: A Concept-based Explainable Complex Human Activity Recognition Model. March 26, 2024
Ophthalmology Explainable ensemble learning method for OCT detection with transfer learning. March 25, 2024
Oncology | Radiology An Empirical Evaluation of a Novel Ensemble Deep Neural Network Model and Explainable AI for Accurate Segmentation and Classification of Ovarian Tumors Using CT Images. March 13, 2024
Neurology | Psychology SHAP value-based ERP analysis (SHERPA): Increasing the sensitivity of EEG signals with explainable AI methods. March 7, 2024