Radiology Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging. June 28, 2024
Artificial Intelligence | Health Informatics | Primary Care Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models. June 27, 2024
Healthcare | Medical Informatics Deep learning with noisy labels in medical prediction problems: a scoping review. May 30, 2024
Medical Informatics | Public Health Streamlining social media information extraction for public health research with deep learning. May 8, 2024
Clinical Prediction Models | Medical Informatics Development and external validation of deep learning clinical prediction models using variable-length time series data. April 29, 2024
Neurology | Psychiatry Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes. April 16, 2024
Health Informatics | Trauma Surgery Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models. April 8, 2024
Biomedical Informatics | Health Informatics Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models. March 23, 2024
Metabolic Diseases | Pediatric Medicine An interpretable predictive deep learning platform for pediatric metabolic diseases. March 18, 2024
Clinical Informatics | Nephrology Transformer-based time-to-event prediction for chronic kidney disease deterioration. February 13, 2024
Cardiology | Medical Informatics Biometric contrastive learning for data-efficient deep learning from electrocardiographic images. January 25, 2024
Health Informatics | Natural Language Processing Overview of the 8th social media mining for health applications (#SMM4H) shared tasks at the AMIA 2023 annual symposium. January 13, 2024