Latest AI and machine learning research in patient safety / risk management for healthcare professionals.
Posttraumatic stress disorder (PTSD) is a prevalent and debilitating mental health condition with si...
Background: With growing impetus to integrate artificial intelligence (AI) tools into radiology, cli...
Text-based counseling is an important interface for AI mental-health support, where transcripts may ...
CLIP-style contrastive pretraining typically curates web-scale image-text pairs using sample-level f...
Foundation diffusion models can generate photorealistic natural images, but adapting them to medical...
Standardized patients (SPs) are central to clinical communication training but are constrained by co...
Recent image editing models have achieved strong visual fidelity but often struggle with tasks requi...
Recent text-to-image (T2I) models have demonstrated impressive capabilities in photorealistic synthe...
Clinical research involves labor-intensive processes such as study design, cohort construction, mode...
The effectiveness of Direct Preference Optimization (DPO) depends on preference data that reflect th...
Target trial emulation (TTE) enables causal inference from observational data but remains bottleneck...
Computer-use agents hold the promise of assisting in a wide range of digital economic activities. Ho...
Recent advances in image generation models have expanded their applications beyond aesthetic imagery...
In recent years, progress in medical informatics and machine learning has been accelerated by the av...
Background: Statistical Analysis Plans (SAPs) are essential for trial transparency and credibility b...
Background: The administrative burden of clinical documentation is a recognised contributor to clini...
Vision-language process reward models (VL-PRMs) are increasingly used to score intermediate reasonin...
The use of synthetic data has become increasingly popular as a privacy-preserving alternative to sha...
Infertility generates profound psychological and social distress for both women and men, yet mens co...
Large healthcare institutions typically operate multiple business intelligence (BI) teams segmented ...
We developed and validated a self-administered clinical vignette platform powered by a large languag...