Radiology

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

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An overview of artificial intelligence and machine learning in shoulder surgery.

Machine learning (ML), a subset of artificial intelligence (AI), utilizes advanced algorithms to lea...

Jun 2025 40405638
CRT 2025 late-breaking trials: Key takeaways.

The Cardiovascular Research Technologies (CRT) 2025 conference, a prominent gathering in the field o...

Jun 2025 40399187
A multi-model deep learning approach for the identification of coronary artery calcifications within 2D coronary angiography images.

PURPOSE: Identifying and quantifying coronary artery calcification (CAC) is crucial for preoperative...

Jun 2025 40341465
Exploring scenarios for implementing fast quantitative MRI.

PURPOSE: MRI waitlists and discomfort from long scanning sessions are significant problems in clinic...

Jun 2025 40469716
Deep Learning Algorithms to Predict Differential Renal Function <40% in Unilateral Hydronephrosis Based on Key Parameters of Urinary Tract Ultrasound.

OBJECTIVE: To identify the correlation between ultrasound findings and the incidence of differential...

Jun 2025 40210002
From Acquisition to Prognosis: The Role of AI in Cardiac Magnetic Resonance Imaging Evaluation of Ischemic Cardiomyopathy.

Acute and chronic ischemic cardiomyopathy (ICM) still represents a leading cause of morbidity and mo...

Jun 2025 40483710
P2TC: A Lightweight Pyramid Pooling Transformer-CNN Network for Accurate 3D Whole Heart Segmentation.

Cardiovascular disease is a leading global cause of death, requiring accurate heart segmentation for...

Jun 2025 40030965
Automated Ensemble Multimodal Machine Learning for Healthcare.

The application of machine learning in medicine and healthcare has led to the creation of numerous d...

Jun 2025 40031027
Advancing Acoustic Droplet Vaporization for Tissue Characterization Using Quantitative Ultrasound and Transfer Learning.

Acoustic droplet vaporization (ADV) is an emerging technique with expanding applications in biomedic...

Jun 2025 40031047
FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis.

Ultrasonography plays an essential role in breast cancer diagnosis. Current deep learning based stud...

Jun 2025 40031191
Score-Based Diffusion Models With Self-Supervised Learning for Accelerated 3D Multi-Contrast Cardiac MR Imaging.

Long scan time significantly hinders the widespread applications of three-dimensional multi-contrast...

Jun 2025 40031249
Information Geometric Approaches for Patient-Specific Test-Time Adaptation of Deep Learning Models for Semantic Segmentation.

The test-time adaptation (TTA) of deep-learning-based semantic segmentation models, specific to indi...

Jun 2025 40031589
The integration of artificial intelligence into clinical medicine: Trends, challenges, and future directions.

BACKGROUND AND OBJECTIVES: AI has emerged as a transformative force in clinical medicine, changing t...

Jun 2025 40140300
Deep Learning-Based Automated Measurement of Cervical Length in Transvaginal Ultrasound Images of Pregnant Women.

Cervical length (CL) measurement using transvaginal ultrasound is an effective screening tool to ass...

Jun 2025 39052464
Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging.

Motion artifacts compromise the quality of magnetic resonance imaging (MRI) and pose challenges to a...

Jun 2025 39150812
Revolutionising osseous biopsy: the impact of artificial intelligence in the era of personalized medicine.

In a rapidly evolving healthcare environment, artificial intelligence (AI) is transforming diagnosti...

Jun 2025 39878877
Modality-Aware Distillation Network for Microvascular Invasion Prediction of Hepatocellar Carcinoma From MRI Images.

Microvascular invasion (MVI) of hepatocellular carcinoma (HCC) is a crucial histopathologic prognost...

Jun 2025 40030752
GVM-Net: A GNN-Based Vessel Matching Network for 2D/3D Non-Rigid Coronary Artery Registration.

The registration of coronary artery structures from preoperative coronary computed tomography angiog...

Jun 2025 40031820
A Hierarchical Graph Convolutional Network With Infomax-Guided Graph Embedding for Population-Based ASD Detection.

Recently, functional magnetic resonance imaging (fMRI)-based brain networks have been shown to be an...

Jun 2025 40036512
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