Radiology

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

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Brain Tumour Detection Using VGG-Based Feature Extraction With Modified DarkNet-53 Model.

The objective of AI research and development is to create intelligent systems capable of performing ...

May 2025 40487802
The use of imaging in the diagnosis and treatment of thromboembolic pulmonary hypertension.

Chronic thromboembolic pulmonary hypertension (CTEPH) is a potentially life-threatening condition, c...

May 2025 40439542
Deep learning reconstruction for improved image quality of ultra-high-resolution brain CT angiography: application in moyamoya disease.

PURPOSE: To investigate vessel delineation and image quality of ultra-high-resolution (UHR) CT angio...

May 2025 40439843
Deep learning enables fast and accurate quantification of MRI-guided near-infrared spectral tomography for breast cancer diagnosis.

The utilization of magnetic resonance (MR) im-aging to guide near-infrared spectral tomography (NIRS...

May 2025 40440147
Free-running isotropic three-dimensional cine magnetic resonance imaging with deep learning image reconstruction.

BACKGROUND: Cardiovascular magnetic resonance (CMR) cine imaging is the gold standard for assessing ...

May 2025 40442341
A scoping review of artificial intelligence as a medical device for ophthalmic image analysis in Europe, Australia and America.

This scoping review aims to identify regulator-approved ophthalmic image analysis artificial intelli...

May 2025 40442400
Integrating multimodal data to predict the progression of hormone-sensitive prostate cancer.

Identifying the population at risk of rapid progression from hormone-sensitive prostate cancer (HSPC...

May 2025 40442579
Integrating Radiogenomics and Machine Learning in Musculoskeletal Oncology Care.

Musculoskeletal tumors present a diagnostic challenge due to their rarity, histological diversity, a...

May 2025 40506947
Evaluation of vascular cognitive impairment and identification of imaging markers using machine learning: a multimodal MRI study.

BACKGROUND: Vascular cognitive impairment (VCI) is prevalent but underdiagnosed due to its heterogen...

May 2025 40510211
TFKT V2: task-focused knowledge transfer from natural images for computed tomography perceptual image quality assessment.

PURPOSE: The accurate assessment of computed tomography (CT) image quality is crucial for ensuring d...

May 2025 40444137
Contrast-Enhanced Ultrasound for Hepatocellular Carcinoma Diagnosis- Expert Panel Narrative Review.

Despite growing clinical use of contrast-enhanced ultrasound (CEUS), inconsistency remains in the mo...

May 2025 40434167
Image analysis research in neuroradiology: bridging clinical and technical domains.

PURPOSE: Advancements in magnetic resonance imaging (MRI) analysis over the past decades have signif...

May 2025 40434412
Toward diffusion MRI in the diagnosis and treatment of pancreatic cancer.

Pancreatic cancer is a highly aggressive malignancy with rising incidence and mortality rates, often...

May 2025 40434720
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI.

OBJECTIVE: Dynamic magnetic resonance imaging (MRI) plays an indispensable role in cardiac diagnosis...

May 2025 40434852
RadCLIP: Enhancing Radiologic Image Analysis Through Contrastive Language-Image Pretraining.

The integration of artificial intelligence (AI) with radiology signifies a transformative era in med...

May 2025 40434863
Large Scale MRI Collection and Segmentation of Cirrhotic Liver.

Liver cirrhosis represents the end stage of chronic liver disease, characterized by extensive fibros...

May 2025 40436863
Fully automated Bayesian analysis for quantifying the extent and distribution of pulmonary perfusion changes on CT pulmonary angiography in CTEPH.

OBJECTIVES: This work aimed to develop an automated method for quantifying the distribution and seve...

May 2025 40437198
Efficient feature extraction using light-weight CNN attention-based deep learning architectures for ultrasound fetal plane classification.

Ultrasound fetal imaging is beneficial to support prenatal development because it is affordable and ...

May 2025 40437331
Operationalizing postmortem pathology-MRI association studies in Alzheimer's disease and related disorders with MRI-guided histology sampling.

Postmortem neuropathological examination, while the gold standard for diagnosing neurodegenerative d...

May 2025 40437594
Artificial Intelligence Augmented Cerebral Nuclear Imaging.

Artificial intelligence (AI), particularly machine learning (ML) and deep learning (DL), has signifi...

May 2025 40441996
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