A contrastive artificial intelligence model identified two reproducible neuroimaging subtypes of major depressive disorder that differed in symptom profiles, illness duration, and treatment response. The findings suggest that…

Recent Public Health & Epidemiology coverage shows the field shifting toward context-aware prediction and prevention—while making clear that scale, equity, data governance, and deployment pathways must advance together.

A shallow neural network combining routine clinical data with liver-stiffness measurements outperformed FIB-4 across clinically important stages of fibrosis in MASLD. Just as importantly, the study reframed biomarker…

Routine histology may contain substantially more prognostic information than conventional pathological assessment captures. In 1,020 patients with resected pancreatic ductal adenocarcinoma, HPSurv quantified spatial tumor heterogeneity and predicted…

An AI-assisted 3D system substantially improved dermatologists’ estimation of facial vitiligo extent, reducing mean absolute error by 53.4%. By mapping segmented lesions onto reconstructed facial surfaces, the method…

Recording photoplethysmography from both hands produced small but statistically significant gains over the best single-hand measurements. The clearest value was in heart-rate estimation and in using agreement between…

Neurology AI is moving beyond isolated accuracy claims: blood, behavior, imaging, and wearable signals are being tested for earlier detection, calibrated triage, and adaptive rehabilitation. The decisive issue…

The current direction in Digital Health & Informatics is clear: strong model scores matter less in isolation than calibration, workflow fit, human oversight, and evidence that systems remain…

Preoperative temporal-bone CT added meaningful predictive value when combined conservatively with routine clinical data in this retrospective cohort of cholesteatoma surgery patients. A gated fusion model achieved lower…

How time is distributed across the entire day may matter for cancer risk. In this UK Biobank analysis, more movement—and, to a lesser extent, more standing—was associated with…