Category Radiology

Radiology

AI Model Predicts Bone Health from Chest X-Rays in Children

Deep Learning-based Bone Mineral Density Prediction Using Pediatric Chest Radiographs: A Multicenter Feasibility Study.

Researchers developed a deep learning model that predicts bone mineral density from pediatric chest radiographs with high accuracy, potentially offering a more accessible screening tool for pediatric bone health assessment. Background Bone mineral density assessment is critical for identifying children…

Dale Fields
April 9, 2026

Radiology

New AI Framework Decouples Alzheimer’s Pathology from Normal Brain Activity in PET Scans

Decoupling Alzheimer Disease Pathologic Abnormalities at PET with Improved Clinical Relevance by Interpretable Adversarial Decomposition Learning.

Researchers developed an interpretable machine learning framework that separates disease-specific abnormalities from normal physiologic uptake in Alzheimer’s PET imaging, generating a clinically relevant biomarker more strongly associated with cognitive outcomes than standard metrics. Background PET imaging captures amyloid-β and tau…