Radiology

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

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A frontotemporal dementia-like phenotype in schizophrenia: links to striatal dopamine and iron accumulation.

Some schizophrenia patients share characteristics with behavioral variant frontotemporal dementia (b...

(1)
Apr 2026 42034849
Enhancing genomic prediction for key production traits in chickens through ultrasound phenotyping and multi-model comparative analysis.

BACKGROUND: Growth performance and carcass traits are economically vital in poultry breeding. In Wen...

Apr 2026 42032674
CT-guided robotic placement of multiple convective delivery cannulas.

OBJECTIVE: Emerging data indicate that the use of cranial robotics with CT guidance can provide an e...

Apr 2026 42030561
Diagnosing autism spectrum disorders using ensemble-aided weighted fused features and attention-based residual LSTM with brain MRI images.

One of the neuro-developmental conditions is called Autism Spectrum Disorder (ASD), which causes cha...

Apr 2026 42090939
Association of MRI-Visible Perivascular Spaces With Longitudinal Cognitive Decline Over a Decade.

BACKGROUND AND OBJECTIVES: Cerebral small vessel disease (SVD) is the most common vascular contribut...

Apr 2026 42030516
From structural complexity to causal representation: A dynamic fractal-attention framework for fine-grained ovarian tumor classification in ultrasound.

Accurate fine-grained classification of ovarian tumors from ultrasound images remains challenging du...

Apr 2026 42035560
DUSTrack: Semi-automated point tracking in ultrasound videos.

UNLABELLED: Ultrasound technology enables safe, non-invasive imaging of dynamic tissue behavior, mak...

Apr 2026 42026106
A Novel Breast Arterial Calcification Age-Based Percentile Nomogram for the Incremental Prediction of Incidental Cardiovascular Events.

BACKGROUND: Breast arterial calcification (BAC) detected on routine mammography is an emerging marke...

Apr 2026 42033436
MRDT-GAN: generative adversarial network with multi-scale residual dense transformer generator for low-dose CT denoising.

Objective.Low-dose computed tomography (LDCT) reduces radiation exposure but introduces noise and ar...

Apr 2026 41349217
Generalizable spinal cord multiple sclerosis lesion segmentation across MRI contrasts, protocols, and centers.

BACKGROUND/OBJECTIVES: Characterizing spinal cord multiple sclerosis (MS) lesions in MRI is critical...

Apr 2026 42028790
Real-time planar angiographic cerebral perfusion imaging.

PURPOSE: Digital Subtraction Angiography (DSA) is an X-ray-based imaging modality intimately related...

Apr 2026 42029843
Deep learning-based multimodal radiopathomics for preoperative prediction of lymph node metastasis in papillary thyroid carcinoma.

Papillary thyroid carcinoma (PTC) exhibits a high incidence and a strong propensity for lymph node m...

Apr 2026 42031943
A Review on Artificial Intelligence as a Solution to Burnout in Interventional Radiology.

PURPOSE: We review burnout risk factors in interventional radiology (IR) and explore how artificial ...

Apr 2026 42032303
Predicting multiple sclerosis from radiologically isolated syndrome using generative artificial intelligence.

Radiologically Isolated Syndrome (RIS) is characterized by incidental MRI findings indicative of mul...

Apr 2026 42030332
Machine learning based on magnetic resonance imaging-derived texture features for differentiation of minor salivary gland tumors.

OBJECTIVE: We aimed to differentiate between benign and malignant minor salivary gland tumors using ...

Apr 2026 42420123
Three-dimensional oxygen maps of tumors in real time - Analysis in the context of active tumor vasculature.

BACKGROUND AND OBJECTIVE: Characterizing the tumor microenvironment (TME) requires integrating multi...

(1)
Apr 2026 42085882
3D vessel reconstruction from sparse-view dynamic DSA images via vessel probability guided attenuation learning.

Digital Subtraction Angiography (DSA) is one of the gold standards for vascular disease diagnosis. W...

Apr 2026 42030629
Large Language Models for Cardiac MRI Diagnosis Based on Standardized Text Descriptions.

BACKGROUND: MRI is important for cardiac disease evaluation, but accurate diagnosis remains challeng...

(1)
Apr 2026 42026856
Optimizing Timeliness of Healthcare Delivery in Diagnostic Radiology at U.S. Academic Centers.

RATIONALE AND OBJECTIVES: Timely radiology access is essential for accurate diagnosis, treatment pla...

(2)
Apr 2026 42031598
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