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.
Bilateral Dynamic CT Uses Contralateral Wrist to Diagnose Scapholunate Injury
Using the patient's healthy wrist as an internal control eliminates the need for external reference sets in 4D computed tomography.
Multi-Echo T2* MRI Identifies Neonatal Hemochromatosis via Extrahepatic Iron Patterns
Pancreatic and thyroid siderosis on MRI distinguishes neonatal hemochromatosis from other liver failure causes with 92.3% accuracy.
AI Detects Occult Pancreatic Cancer 15 Months Before Radiologists on CT
A validated radiomics model identifies subvisual signatures of pancreatic ductal adenocarcinoma with 73% sensitivity at a 475-day lead time.