Radiology

Diagnostic Radiology

Latest AI and machine learning research in diagnostic radiology for healthcare professionals.

1,441 articles
Stay Ahead - Weekly Diagnostic Radiology research updates
Subscribe
Browse Categories
Showing 463-483 of 1,441 articles
Lack of children in public medical imaging data points to growing age bias in biomedical AI

Artificial intelligence (AI) is rapidly transforming healthcare, but its benefits are not reaching a...

DREAM: A framework for discovering mechanisms underlying AI prediction of protected attributes

Recent advances in Artificial Intelligence (AI) have started disrupting the healthcare industry, esp...

The impacts of artificial intelligence on the workload of diagnostic radiology services: A rapid review and stakeholder contextualisation

Advancements in imaging technology, alongside increasing longevity and co-morbidities, have led to h...

Evaluating Large Language Model Diagnostic Performance on JAMA Clinical Challenges via a Multi-Agent Conversational Framework

Standard clinical LLM benchmarks use multiple-choice vignettes that present all information up front...

Multi-View Echocardiographic Embedding for Accessible AI Development

Echocardiography serves as a cornerstone of cardiovascular diagnostics through multiple standardized...

Evaluating Generative AI as an Educational Tool for Radiology Resident Report Drafting

Radiology residents require timely, personalized feedback to develop accurate image analysis and rep...

The Application of Artificial Intelligence in Healthcare Practice: An Umbrella Review

Artificial intelligence (AI) is rapidly transforming healthcare practice, with growing evidence supp...

Optimizing Lightweight Medical AI for Chest CT Classification: A Distillation and Quantization Approach

Medical imaging has been crucial in the diagnostics of pulmonary diseases and the use of chest CT sc...

Research on equipment fault diagnosis model based on gan and inverse PINN: Solutions for data imbalance and rare faults.

In the field of medical imaging equipment, fault diagnosis plays a vital role in guaranteeing stable...

Jan 2025 40424307
CRRG-CLIP: Automatic Generation of Chest Radiology Reports and Classification of Chest Radiographs

The complexity of stacked imaging and the massive number of radiographs make writing radiology rep...

Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction

Accurate identification and localisation of brain tumours from medical images remain challenging d...

On dataset transferability in medical image classification

Current transferability estimation methods designed for natural image datasets are often suboptima...

Evaluating Self-Supervised Learning in Medical Imaging: A Benchmark for Robustness, Generalizability, and Multi-Domain Impact

Self-supervised learning (SSL) has emerged as a promising paradigm in medical imaging, addressing ...

MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models

Medical Large Language Models (MLLMs) have demonstrated potential in healthcare applications, yet ...

Transversal PACS Browser API: Addressing Interoperability Challenges in Medical Imaging Systems

Advances in imaging technologies have revolutionised the medical imaging and healthcare sectors, l...

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?

We introduce RadA-BenchPlat, an evaluation platform that benchmarks the performance of large langu...

Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis

Developing artificial intelligence (AI) and machine learning (ML) models for medical imaging typic...

Browse Categories