Radiology

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

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MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy

Ultrasound-guided fine needle aspiration (FNA) biopsy is a common minimally invasive diagnostic pr...

Diagnostic Excellence: An Opportunity, and Call to Action, for Radiologists.

In late 2024, the CDC released a statement on diagnostic excellence in healthcare. Diagnostic excell...

May 2025 40366790
An Annotated Multi-Site and Multi-Contrast Magnetic Resonance Imaging Dataset for the study of the Human Tongue Musculature.

This dataset provides the first annotated, openly available MRI-based imaging dataset for investigat...

May 2025 40368940
[Radiosurgery of benign intracranial lesions. Indications, results , and perspectives].

Stereotactic radiosurgery (SRS) is a non-invasive technique that is transforming the management of b...

May 2025 40369985
Template matching and machine learning for cryo-electron tomography.

Cryo-electron tomography is the best-suited imaging technique for visual proteomics. Recent advances...

May 2025 40373677
Clinical utility of ultrasound and MRI in rheumatoid arthritis: An expert review.

Musculoskeletal ultrasound (MSUS) and magnetic resonance imaging (MRI) are advanced imaging techniqu...

May 2025 40374410
Novel AI Guided Non-Expert Compression Ultrasound DVT Diagnostic Pathway May Reduce Vascular Laboratory Venous Testing .

OBJECTIVE: Ultrasonography and D-dimer testing are established modalities for evaluating potential l...

May 2025 40378910
Opportunities for Artificial Intelligence in Operational Medicine: Lessons from the United States Military.

Conducted in challenging environments such as disaster or conflict areas, operational medicine prese...

May 2025 40428137
Alzheimer's subtypes A supervised, unsupervised, multimodal, multilayered embedded recursive (SUMMER) AI study.

Since Alzheimer's disease (AD) is a heterogeneous disease, different subtypes may have distinct biol...

May 2025 40463120
A multi-layered defense against adversarial attacks in brain tumor classification using ensemble adversarial training and feature squeezing.

Deep learning, particularly convolutional neural networks (CNNs), has proven valuable for brain tumo...

May 2025 40369011
Deep learning for cerebral vascular occlusion segmentation: A novel ConvNeXtV2 and GRN-integrated U-Net framework for diffusion-weighted imaging.

Cerebral vascular occlusion is a serious condition that can lead to stroke and permanent neurologica...

May 2025 40204150
A fully automatic radiomics pipeline for postoperative facial nerve function prediction of vestibular schwannoma.

Vestibular schwannoma (VS) is the most prevalent intracranial schwannoma. Surgery is one of the opti...

May 2025 40210197
Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts

Ultrasound (US) report generation is a challenging task due to the variability of US images, opera...

Clustering-based Low-Rank Matrix Approximation: An Adaptive Theoretical Analysis with Application to Data Compression

Low-rank matrix approximation (LoRMA) is a fundamental tool for compressing high-resolution data m...

An automated cascade framework for glioma prognosis via segmentation, multi-feature fusion and classification techniques.

Glioma is one of the most lethal types of brain tumors, accounting for approximately 33% of all diag...

May 2025 40306292
Deep Learning-Derived Cardiac Chamber Volumes and Mass From PET/CT Attenuation Scans: Associations With Myocardial Flow Reserve and Heart Failure.

BACKGROUND: Computed tomography (CT) attenuation correction scans are an intrinsic part of positron ...

May 2025 40357553
Development of a deep learning method for phase retrieval image enhancement in phase contrast microcomputed tomography.

Propagation-based imaging (one method of X-ray phase contrast imaging) with microcomputed tomography...

May 2025 40357880
Neural Networks and Chemical Messengers: Insights into Tobacco Addiction.

This study investigates changes in resting-state networks (RSNs) associated with tobacco addiction (...

May 2025 40358824
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