Scandinavian Journal of Trauma Resuscitation and Emergency Medicine
Diagnostic Accuracy Study
Vision-Enabled GPT Predicts Tube Thoracostomy Need in Spontaneous Pneumothorax
A retrospective study shows a generative model accurately measures apical depth and aligns with emergency department triage decisions.
Translational Psychiatry
Diagnostic Accuracy Study
Plasma p-tau217 Assays Show High Specificity for Alzheimer’s Diagnosis
Three diverse assay technologies demonstrate 100% specificity in differentiating Alzheimer’s from vascular and frontotemporal dementias.
Scandinavian Journal of Trauma Resuscitation and Emergency Medicine
Diagnostic Accuracy Study
AI Ensemble Matches Expert Consensus for Ultrasound Pneumothorax Detection
An explainable AI model achieved 100% sensitivity and specificity, reducing false positives compared to clinicians in M-mode imaging.
Pediatric Emergency Care
Diagnostic Accuracy Study
Open-Source Models Accurately Identify Pediatric Pneumonia in Radiology Reports
Large language models achieve F1 scores up to 0.97, surpassing traditional machine learning in classifying free-text chest X-ray reports.
Annals of Neurology
Diagnostic Accuracy Study
Algorithm Predicts Parkinsonism Pathology From Clinical Symptoms
A machine learning tool trained on brain bank data uses 23 clinical parameters to accurately predict post-mortem pathology in parkinsonism.