Informatics and Data Science

A Taxonomy of AI Interpretation Limitations in Medical Imaging: Archetypal Behaviors, Clinical Context, and Mitigation Strategies

Advanced AI Methods for Dose Reduction in Interventional and Diagnostic Fluoroscopy

AI-assisted decision support and Radiologist efficiency in CT lung cancer screening

AI-DRIVEN RECONSTRUCTION AND AUTOMATED PHYSICS RIGGING OF DEFORMABLE COLON MODELS FROM COMPUTED TOMOGRAPHY FOR COLONOSCOPY REHEARSAL

AI-Enabled Fractional Flow Reserve Derived From Coronary CT Angiography: Real-World Impact on Downstream Care and Clinical Outcomes

Algorithmic Drift and Lifecycle Quality Assurance in Radiology AI: A Framework for Ongoing Performance Monitoring and Re-Validation

Application of Large Language Models to Mammography Rad-Path Correlation for Automated Data Extraction and Concordance Prediction

Artifical Intelligence-based research and publications in Radiology: Current Trends

Associations Between Standardized AI-Derived Opportunistic Vascular Metrics from Knee MRI and Cartilage T2 Relaxation Time: A Longitudinal Analysis from the Osteoarthritis Initiative

Automated Assessment of Tumor Response from Free-Text Oncology Reports Using Deep Natural Language Processing

Baseline quantitative computed tomography scores in patients with idiopathic pulmonary fibrosis (IPF) and progressive pulmonary fibrosis (PPF) in the FIBRONEER-IPF and FIBRONEER-ILD trials

Beyond Top-Box Scores: Using Natural Language Processing of Press Ganey Survey Data to Differentiate Enterprise-Wide from Site-Specific Quality Improvement Targets

Brain Aneurysm Detection with AI Triage Assistance: A Retrospective Quality Improvement Study

Clinical Acceptability of a Generative AI System for Automated Chest X-ray Reporting: A Multi-Institutional Non-inferiority Study

Conditional Hybrid GAN for Class-Specific 2D Brain MRI Synthesis Using a CNN-Vision Transformer Discriminator

Credentialing the Algorithm: A Framework for Institutional Oversight of Clinical AI Systems in Radiology

Development and Evaluation of a Locally-Hosted Large Language Model with Retrieval-Augmented Generation for CT Decision Support

Device-Induced Errors in Imaging AI: Mechanisms, Clinical Impact, and Mitigation Strategies in Diagnostic Radiology

Evaluating Open-Source AI Models for Bone Fracture Detection Using the MURA (Musculoskeletal Radiographs) Dataset: A Comparative Validation Study for Low-Resource Clinical Settings

Exam Type-Driven Variations in MRI Efficiency: Throughput, Billing, and RVU Across a Multi-Site Academic Health System

False-Positive-Constrained Evaluation of AI Lung Nodule Detection

FDA Regulatory Trends in Artificial Intelligence-Enabled Medical Devices in Radiology: 2015-2025

Generalizable detection of cardiac implantable devices using a hybrid transformer and convolutional neural network framework.

Identification of Radiological Progressive Pulmonary Fibrosis in Clinically Stable Patients Using e-Lung Quantitative CT Algorithm: Results from the REVISE PPF Study

Imaging AI for Femoral Head Osteonecrosis: PRISMA-DTA Meta-analysis of Diagnostic Accuracy and Modality Effects

Impact of Generative AI Driven Impression Generation on Radiologist Workload and Burnout: A Clinical Application of Jevons Paradox

Impression-Based Imaging Severity Stratification in Adult Acute Chest Syndrome Using Structured Radiology Report Classification

Improving MRI Safety and Efficiency: Development of an AI Model for Automated Recognition and Classification of ICD Devices Using Chest X-ray Images

Large Language Models as Emerging Tools to Support Patient Education and Informed Consent for Uterine Artery Embolization

Multimodal MRI Machine-Learning Radiomics Framework to Standardize Metastasis-Risk Assessment in Soft-Tissue Sarcoma

Multiparametric ultrasound diagnostics with artificial intelligence programs in diffuse liver diseases in children

Opportunistic Deep Learning Popliteal Artery Wall Quantification from Knee MRI and Longitudinal Association with Hip Osteoarthritis Outcomes

Oppurtunistic Deep Learning–Derived Popliteal Artery Wall Biomarkers from Knee MRI and Medial Compartment Knee Osteoarthritis

Optimizing Deep Learning in Radiologic Image Analysis: Expert Eye Tracking-derived Model Guidance

Recent Advances in Artificial Intelligence for Radiology Report Generation: A Brief Review

Standardized Machine-Learning Prediction of Knee Osteoarthritis Progression: Comparative Value of Traditional and Radiomics MRI Data Over Clinical and Biospecimen Predictors

The e-Lung Weighted Reticulovascular Score Identifies Patients at Risk of Future Progressive Pulmonary Fibrosis: Results from the REVISE PPF Study