Radiology

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

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Artificial intelligence and transforming cancer care.

Artificial Intelligence (AI) is reshaping oncology by addressing key limitations in traditional canc...

May 2026 42209847
AutoCumulus: an automated mammographic density measure created using artificial intelligence.

BACKGROUND: Mammographic (or breast) density is an established risk factor for breast cancer, previo...

May 2026 42210110
A multi-sequence MRI integration framework using SwinUNETR-v2 for multiple sclerosis lesion segmentation.

Multiple Sclerosis (MS) is a chronic brain disease that affects the brain and spinal cord, where Mag...

May 2026 42210196
Preoperative low-attenuation area on computed tomography is associated with recurrence after curative resection for non-small-cell lung cancer.

BACKGROUND: Recurrence after curative-intent resection remains a major determinant of long-term outc...

May 2026 42210409
Utility of artificial intelligence for the diagnosis, prognosis, and management of central serous chorioretinopathy: a narrative review.

Central serous chorioretinopathy (CSC) represents a significant cause of visual impairment, particul...

May 2026 42210444
Rapid Generation of Subject-Specific Human Models With Detailed Tissue Structures for Timely Individualized SAR Assessment.

PURPOSE: To enable the rapid generation of subject-specific whole-body anatomical models for patient...

May 2026 42210642
Machine Learning Model Using Pre-Cancer Therapy Cardiac Magnetic Resonance Images to Predict Cancer Therapy-Related Cardiac Dysfunction.

BACKGROUND: Predicting risk of cancer therapy-related cardiac dysfunction (CTRCD) remains challengin...

May 2026 42212994
Precision Management of Autoimmune Ocular Complications: Th17 Mechanisms and Therapeutic Innovations.

Precision management of ocular complications in systemic autoimmune diseases, such as Sjögren's synd...

May 2026 42214743
Automated identification of MRI series using a hierarchical modular machine-learning pipeline.

OBJECTIVE: The volume and diversity of large MR imaging datasets require efficient automated labelli...

May 2026 42207236
Super-resolution deep learning reconstruction achieves low-dose high-resolution imaging in pediatric cardiac computed tomography.

BACKGROUND: Cardiac computed tomography (CT) is widely utilized in pediatric cardiology, but minimiz...

May 2026 42207261
[Legal responsibility in AI-assisted radiological reporting].

BACKGROUND: Artificial intelligence (AI) is increasingly used in radiological diagnostics, particula...

(5)
May 2026 42207283
Interpretable machine learning model for predicting hemorrhage following ultrasound-guided percutaneous renal biopsy: a multicenter study.

OBJECTIVE: This study aims to develop and validate an interpretable machine learning (ML) model for ...

May 2026 42207295
Fully automatic left ventricle segmentation in [Formula: see text]Rb PET/CT Using a semi-supervised nnU-net.

BACKGROUND: Quantification of myocardial blood flow (MBF) with [Formula: see text]Rb PET/CT requires...

(1)
May 2026 42207374
Enhancing resolution and image quality in musculoskeletal MRI using deep learning reconstruction.

OBJECTIVE: Deep learning-based noise reduction enhances image quality, overcoming the tradeoff among...

May 2026 42207458
Histopathology: An investigation so valuable but often neglected in orthopaedic infections.

The incidence of osteoarticular infections is steadily increasing, driven by rising road traffic inj...

May 2026 42291821
The expanding horizon: Role of widefield imaging in uveitis.

Conventional retinal imaging has historically been limited to the posterior pole, capturing only 30-...

May 2026 42200731
MR-AIV reveals in vivo brain-wide fluid flow with physics-informed AI.

The circulation of cerebrospinal and interstitial fluid plays a vital role in clearing metabolic was...

May 2026 42202031
A machine learning-based interpretable model for predicting pancreatic cancer in chronic pancreatitis patients with focal pancreatic lesions.

BACKGROUND: Pancreatic cancer (PC) is deadly and distinguishing it from inflammatory conditions in c...

(1)
May 2026 42204501
Dynamic Mechanics and Longitudinal Changes in Temporomandibular Joint Structural Integrity.

BACKGROUND: Longitudinal changes in temporomandibular joint (TMJ) structures may reflect joint conta...

(2)
May 2026 42200304
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