Radiology

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

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CT derived fractional flow reserve: Part 2 - Critical appraisal of the literature.

The integration of computed tomography-derived fractional flow reserve (CT-FFR), utilizing computati...

Jun 2025 40514256
Artificial Intelligence in Dental Imaging Practice among Oral Radiologists from the City of Chennai: A Qualitative Analysis.

BACKGROUND: Artificial intelligence (AI) has the potential to significantly transform the role of th...

Jun 2025 41867282
Diagnostic accuracy of machine learning-based magnetic resonance imaging models in breast cancer classification: a systematic review and meta-analysis.

OBJECTIVE: This meta-analysis evaluates the diagnostic accuracy of machine learning (ML)-based magne...

Jun 2025 40500716
Uncovering Image-Driven Subtypes with Distinct Pathology and Clinical Course in Autopsy-Confirmed Four Repeat Tauopathies.

OBJECTIVES: The four-repeat (4R) tauopathies are a group of neurodegenerative diseases, including pr...

Jun 2025 40492394
Widespread distribution of bacteria containing PETases with a functional motif across global oceans.

Accumulating evidence indicates that microorganisms respond to the ubiquitous plastic pollution by e...

Jun 2025 40492703
Arthroscopy-validated diagnostic performance of sub-5-min deep learning super-resolution 3T knee MRI in children and adolescents.

OBJECTIVE: This study aims to determine the diagnostic performance of sub-5-min combined sixfold par...

Jun 2025 40493057
Advancements and Applications of Hyperpolarized Xenon MRI for COPD Assessment in China.

Chronic obstructive pulmonary disease (COPD) is one of the leading causes of morbidity and mortality...

Jun 2025 40493763
Uncertainty estimation for trust attribution to speed-of-sound reconstruction with variational networks.

PURPOSE: Speed-of-sound (SoS) is a biomechanical characteristic of tissue, and its imaging can provi...

Jun 2025 40495100
ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries.

Fetal growth restriction, affecting up to 10% of pregnancies, is a critical factor contributing to p...

Jun 2025 40527149
Artery fragment guided approach for enhancing cerebral aneurysm detection in TOF-MRA imaging.

BACKGROUND: Cerebral aneurysms are a type of cerebrovascular disease that poses a severe threat to l...

Jun 2025 40527202
MRISeqClassifier: A Deep Learning Toolkit for Precise MRI Sequence Classification.

Magnetic Resonance Imaging (MRI) is a crucial diagnostic tool in medicine, widely used to detect and...

Jun 2025 40502266
Towards large nuclear imaging system optical simulations with optiGAN, a generative adversarial network.

Optical Monte Carlo (MC) simulations are essential for modeling light transport in radiation detecto...

Jun 2025 40436034
Deep Learning in Digital Breast Tomosynthesis: Current Status, Challenges, and Future Trends.

The high-resolution three-dimensional (3D) images generated with digital breast tomosynthesis (DBT) ...

Jun 2025 40491967
AI-powered remote monitoring of brain responses to clear and incomprehensible speech via speckle pattern analysis.

SIGNIFICANCE: Functional magnetic resonance imaging provides high spatial resolution but is limited ...

Jun 2025 40492267
Multimodal Artificial Intelligence Using Endoscopic USG, CT, and MRI to Differentiate Between Serous and Mucinous Cystic Neoplasms.

Introduction Serous cystic neoplasms (SCN) and mucinous cystic neoplasms (MCN) often exhibit similar...

Jun 2025 40485867
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