Tag: clinical decision support

Chinese researchers have developed and externally validated a prediction model combining PSA, tumor stage, biopsy grade, and the neutrophil-to-lymphocyte ratio ...

A schema-enforced large language model framework achieved 94 percent reproducibility across simulated sarcoma tumor board decisions, a leap over earlier ...

Researchers have built an explainable ensemble deep learning framework that fuses four transfer learning models using CMAES optimization to classify ...

A machine learning model called Amylo-Detect uses routine electronic health record data to identify patients at risk for cardiac amyloidosis, ...

A comprehensive BMC Medicine review finds that artificial intelligence and digital health tools show strong potential to transform cardiometabolic care, ...

Researchers have developed an evidential deep learning framework that detects stroke with near-perfect accuracy while quantifying its own uncertainty in ...

Researchers built an expert-annotated Chinese knee MRI dataset and an optimized Swin-Unet Transformer model that segments femoral and tibial cartilage ...

Researchers in China built a prototypical network-based few-shot learning framework that reproduces expert consensus severity stratification in newly diagnosed Crohn's ...

An independent evaluation in PLOS Digital Health finds that deep learning models excel at breast cancer detection from medical images ...

A randomized feasibility trial in India shows that a five-part quality improvement strategy combining care coordination, electronic decision support, reminders, ...