AI Medical Compendium

Predicting Radiology Burnout via Machine Learning: A Cohort Study.

Academic radiology Apr 9, 2026

RATIONALE AND OBJECTIVES: Burnout is prevalent among radiology staff, negatively impacting job satisfaction and patient care quality. This study aims to develop and validate machine learning-based predictive models for burnout in radiology staff, foc... read more

AI-enabled cardiac volumetry on non-contrast calcium scoring CT for predicting atrial fibrillation and mortality.

Journal of cardiovascular computed tomography Apr 9, 2026

BACKGROUND: The prognostic value of cardiac volumetry derived from non-contrast coronary calcium scoring CT (CSCT) remains uncertain. This study evaluated whether artificial intelligence (AI)-enabled cardiac volumetry from CSCT improves prediction of... read more

Molecular contrastive learning with graph attention network (MoCL-GAT) for enhanced molecular representation.

BMC bioinformatics Apr 9, 2026

Preoperative MRI-Derived Navigation Reduces Radiation Exposure in Pediatric Spinal Fusion.

Journal of pediatric orthopedics Apr 9, 2026

BACKGROUND: Minimizing radiation exposure during pediatric spinal deformity correction is critical due to the cumulative lifetime effects of ionizing radiation. This study uses preoperative MRI-derived synthetic CT data to potentially eliminate preop... read more

Prospective Prediction of Match Outcomes in Integrated Plastic Surgery: A Novel, Mixed-Methods Approach Incorporating Holistic Applicant Review.

Annals of plastic surgery Apr 9, 2026

BACKGROUND: Applying to an integrated plastic surgery program is among the most competitive processes in graduate medical education. Prior studies have highlighted the role of objective metrics in application selection. However, no studies have incor... read more

Excited-State-Guided Molecular Design System for Type I Photosensitizers.

ACS nano Apr 9, 2026

Type I photosensitizers (PSs), which generate Type I reactive oxygen species (ROS) through the electron transfer pathway and remain effective under hypoxic conditions, provide a promising solution to overcome the oxygen dependence of the currently do... read more

Application of artificial intelligence in the Hong Kong Medical Licensing Examination.

Hong Kong medical journal = Xianggang yi xue za zhi Apr 9, 2026

Artificial Learning Mentor Avatar: A Minimal and Sustainable AI Assistant for Education.

Cyberpsychology, behavior and social networking Apr 9, 2026

Recent advances in large language models and immersive interfaces have led to a rapid increase in artificial-intelligence-based instructional avatars. Studies consistently show that these avatars improve perceived social presence and learner engageme... read more

A new peer reviewer? Comparing AI with human performance in randomized controlled trial risk-of-bias assessment.

Advances in clinical and experimental medicine : official organ Wroclaw Medical University Apr 9, 2026

BACKGROUND: Risk-of-bias (RoB) assessment is essential for evidence synthesis but remains time-consuming and inherently subjective. Artificial intelligence (AI) may improve the efficiency of systematic reviews; however, its reliability in reproducing... read more

Application of Telehealth and Artificial Intelligence in Military Health Care: A Promising Combination for the Future.

Telemedicine journal and e-health : the official journal of the American Telemedicine Association Apr 9, 2026

BACKGROUND: Military and peace-support operations increasingly depend on medical capability delivered under difficult circumstances: distance, limited number of specialists, disrupted connectivity, and mass-casualty risk. Consequently, military healt... read more

Artificial Intelligence Medical Compendium