Contrast-Free Cine MRI Synthesizes High-Quality Myocardial Enhancement Images
A diffusion-based model generates synthetic late gadolinium enhancement images with high diagnostic accuracy across multiple centers.
ESC 0/1-Hour Protocol Shows Higher Sensitivity Than High-STEACS Pathway
A multicenter study of 4,663 patients found the ESC algorithm maximizes NSTEMI detection while High-STEACS increases rule-out efficacy.
Next-Generation Troponin T Assay Reduces Myocardial Injury Classification
The sixth-generation assay maintains diagnostic accuracy while identifying fewer patients with elevated levels above the reference limit.
Six-Item Symptom Tool and Vestibular Screen Improve Concussion Diagnosis Accuracy
A streamlined 6-item index combined with a brief vestibular-ocular screen shows higher specificity than the standard 22-item checklist.
Deep Learning Automates PET RANO Criteria Extraction in Glioma Imaging
An externally validated model achieves high agreement with experts in quantifying metabolic tumor volume and tumor-to-background ratios.
Paramedic Decisions to Withhold Trauma Resuscitation Match Autopsy Findings
A retrospective review of 90 traumatic cardiac arrest cases shows high diagnostic specificity in field assessments of non-survivable injury.
Automated Software Matches Clinician Accuracy in Peri-operative Echocardiography
A multicenter study shows high agreement between AI-driven analysis and expert measurements for ejection fraction and valvular disease.
Cutaneous pTDP-43 Deposits Distinguish ALS From Other Neuropathies
Skin and tongue biopsies detect phosphorylated TDP-43 pathology that correlates with clinical disease stage in patients with ALS.
Neuroimaging Model Distinguishes Functional Constipation Subtypes with 89% Accuracy
Machine learning analysis of brain structure and white matter tracts identifies comorbid anxiety and depression in chronic constipation.
Contrast-Enhanced MRI Improves Staging Accuracy in Early Rectal Cancer
A combined MRI model identifies Tis-T1 lesions more accurately than endorectal ultrasound, aiding organ-sparing surgical decisions.
Kappa Free Light Chain Index Distinguishes MS From Clinical Mimics
A multicenter study shows the KFLC-Index provides high diagnostic accuracy in separating MS from MOGAD and AQP4-NMOSD.
MiniDock MTB Swab Test Meets WHO Accuracy Targets for Tuberculosis
A prospective study of 1380 patients shows tongue and sputum swabs provide accurate molecular detection of pulmonary tuberculosis.