Radiology

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

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Label-free ovarian cancer histopathological diagnosis using two-photon autofluorescence microscopy with a joint denoising and segmentation framework.

Two-photon autofluorescence (TPAF) microscopy is a promising modality for rapid, label-free assessme...

(1)
Aug 2026 42649150
A 3D-Printed Microvascular Surgery Training Platform With High-Fidelity, Biomimetic Properties.

Current vascular grafts face limitations including inadequate mechanical strength, inability to repl...

(1)
Aug 2026 42656126
Non-calcified plaque volume assessed by coronary computed tomographic angiography: prognostic significance, reproducibility, and temporal progression.

AIMS: Coronary artery disease remains the leading cause of cardiovascular mortality worldwide, with ...

(2)
Aug 2026 42662594
MRI radiomics combined with clinical features for predicting initial dose in focused ultrasound ablation surgery for uterine fibroids.

OBJECTIVE: To develop and validate a radiomics-clinical model for individualized prediction of the i...

(1)
Aug 2026 42644237
MRI-based radiomics prediction of somatostatin receptor ligand response in acromegaly: an automated pipeline study.

CONTEXT: Radiomics may capture tumor characteristics predicting therapeutic response. OBJECTIVE: To ...

(2)
Aug 2026 42751035
Detection of Pancreatic Cancer via Specific Metabolite Markers: A Metabolomics Approach.

BACKGROUND AND AIMS: Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignan...

(2)
Aug 2026 42661978
Hierarchical two-stage ensemble of dilated U-net models for brain tumor segmentation.

Ensemble methods for image segmentation improve performance by combining predictions from multiple m...

Aug 2026 42645663
AI performance varies considerably across mammography devices: a multi-site and multi-vendor retrospective study.

OBJECTIVES: To evaluate an artificial intelligence (AI) algorithm on three different mammography dev...

(1)
Aug 2026 42645664
Quality and reliability of YouTube videos on PET/CT radiation safety: a comparative analysis between human experts and large language models.

PURPOSE: To evaluate the quality and accuracy of YouTube videos regarding PET/CT radiation safety an...

(1)
Aug 2026 42645786
Recent advances in MR neuroimaging: toward quantitative and AI-driven brain and spinal cord imaging.

Magnetic resonance neuroimaging is undergoing a major paradigm shift from traditional qualitative an...

Aug 2026 42645787
Incremental Diagnostic Value of Clinical Information for Large Language Models Across Multiple Organs: Retrospective Study.

BACKGROUND: Although large language models (LLMs) have demonstrated the ability to generate the impr...

Aug 2026 42647068
A novel approach for liver steatosis assessment in ultrasound images using an adapted Vision-Language Foundation Model.

Metabolic dysfunction-associated steatotic liver disease (MASLD) is among the most prevalent chronic...

(2)
Aug 2026 42648026
Deep learning-derived magnetic resonance imaging masseter muscle volume is associated with oral impairment and cognitive frailty in older Japanese adults.

BACKGROUND AND OBJECTIVES: The masseter muscle is associated with oral impairment and age-related fu...

Aug 2026 42648504
Intelligent medical sensors for smart healthcare and precision medicine.

Conventional medical sensors primarily function as passive transducers and often struggle to maintai...

Aug 2026 42649132
An Imaging Informatics Workflow for Angiography-Derived Coronary Physiology Profiling and Virtual PCI Simulation.

Coronary angiography is routinely acquired during invasive assessment of coronary artery disease, bu...

(4)
Aug 2026 42649327
Attention-Guided TransMorph for Real-Time Tumor Tracking in Cine-MRI.

Magnetic Resonance Imaging (MRI) is a key modality in cancer treatment, providing high soft tissue c...

(1)
Aug 2026 42649330
Feasibility of AI-Based Wheelchair Classification for MRI Anteroom Safety Management: A Single-Centre Deep Learning Object-Detection Study.

In MRI examinations, MR-unsafe metallic wheelchairs inadvertently brought into the scanner room repr...

(1)
Aug 2026 42649334
Enhancing Robustness of Deep Learning to Batch Effects from Multi-site Data for Segmentation of Clinically Significant Prostate Cancer on MRI.

Deep learning (DL) has shown promise in segmenting clinically significant prostate cancer (csPCa) on...

Aug 2026 42649335
Deep Learning-Based Classification of NIFTP and Invasive Encapsulated Follicular Variant of Papillary Thyroid Carcinoma Using Gross Pathology Images.

Non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) and invasive e...

(2)
Aug 2026 42649337
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