Radiology

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

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From imaging to omics: deep learning is bridging MRI and liquid biopsy in bone tumor diagnosis.

Bone tumors such as osteosarcoma and Ewing sarcoma remain among the most challenging cancers to diag...

Mar 2026 41816119
Learning 3-D Ultrasound Segmentation under Extreme Label Deficiency.

OBJECTIVE: 3-D ultrasound imaging has shown great promise in clinical diagnosis by offering comprehe...

Mar 2026 41771726
Emerging Trends and Innovations in Radiologic Diagnosis of Thoracic Diseases.

Over the past decade, Investigative Radiology has published numerous studies that have fundamentally...

Mar 2026 40106831
Clinical Neuroimaging Over the Last Decade: Achievements and What Lies Ahead.

The past decade has witnessed notable advancements in clinical neuroimaging facilitated by technolog...

Mar 2026 40239043
A Decade of Advancements in Musculoskeletal Imaging.

The past decade has witnessed remarkable advancements in musculoskeletal radiology, driven by increa...

Mar 2026 40476834
Back to the Future-Cardiovascular Imaging From 1966 to Today and Tomorrow.

This article, on the 60th anniversary of the journal Investigative Radiology , a journal dedicated t...

Mar 2026 40698419
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data.

Achieving clinical level performance and widespread deployment for generating radiology impressions ...

Mar 2026 40788800
DIAGNOSTIC PERFORMANCE OF MACHINE LEARNING TECHNOLOGY USING OPTICAL COHERENCE TOMOGRAPHIC IMAGE IN RETINAL DISEASES PRESENTED WITH SUBRETINAL FLUID.

PURPOSE: To study the diagnostic performance of machine learning in the diagnosis of three retinal d...

Mar 2026 41144816
Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study).

Purpose To develop a self-supervised text-vision framework to detect abnormalities on brain MRI scan...

Mar 2026 41295086
Artificial Intelligence in Cardiovascular MRI: From Imaging to Biomechanics and Diagnosis.

In this review, we highlight how artificial intelligence, specifically deep learning, is reshaping e...

Mar 2026 41321165
Artificial Intelligence in Coronary Computed Tomography: Current Applications, Future Potentials, and Real-world Challenges.

Artificial intelligence (AI) is rapidly transforming cardiac computed tomography (CT) imaging by enh...

Mar 2026 41527165
Agentic AI in Radiology: Evolution from Large Language Models to Future Clinical Integration.

The introduction of foundational models, specifically large language models, has promised a health c...

Mar 2026 41532836
Virtual Multi-Phase Contrast Enhanced Liver MRI Using Deep Learning for Evaluating Hepatocellular Carcinoma.

A deep learning (DL) model was developed to generate contrast-enhanced MRI (CE-MRI) at multiple enha...

Mar 2026 41629748
Brain Age in Adult Patients With Early-Treated Phenylketonuria.

Structural brain alterations have been observed in individuals with phenylketonuria (PKU); however, ...

Mar 2026 41703402
Pediatric Personalized Deep Learning Models for Segmentation of Hepatoblastoma at CT and MRI.

Purpose To evaluate the generalizability of adult-trained models for hepatoblastoma segmentation to ...

Mar 2026 41718532
Impact of Annotation Level on Multisequence MRI Models for Preoperative Microvascular Invasion Prediction in Hepatocellular Carcinoma.

Purpose To evaluate the performance of deep learning models integrating multimodal data for predicti...

Mar 2026 41718534
Artificial Intelligence for Predicting Clinical Outcomes in Interventional Pain Medicine for Spine Disorders: A Systematic Review.

OBJECTIVES: Artificial intelligence (AI) applications are being increasingly explored in pain medici...

Mar 2026 41728639
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