Radiology

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

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Effect of a Robot Pet Companion on the Mood of Older Adults Receiving Family Caregiver Support: Pilot RCT.

BACKGROUND AND OBJECTIVES: Use of companion robot pets to reduce social isolation and loneliness in ...

Dec 2025 41478790
Advances in endometrial cancer screening: a comprehensive review of current methods and emerging technologies.

Endometrial cancer represents a major global health concern, with rising incidence particularly in d...

Dec 2025 41385140
Clinical Phenotypes in Hypertension: A Data-Driven Approach to Risk Stratification.

BACKGROUND: Hypertension is a major contributor to cardiovascular morbidity and mortality. Its heter...

Dec 2025 41376588
Toward AI-Powered Neurovascular Intervention: From Imaging to XR-Robotic Convergence.

Stroke remains a leading cause of mortality and long-term disability worldwide, where rapid diagnosi...

Dec 2025 41376583
Application value of prostate-specific antigen density combined with multiparametric MRI in early diagnosis of prostate cancer.

BACKGROUND: Diagnosis of prostate cancer in the PSA gray zone (4-10 ng/mL) and PI-RADS 3 cases remai...

Dec 2025 41389905
ProSocial Artificial Intelligence in Oral and Maxillofacial Imaging, Pathology, and Laboratory Applications.

Artificial intelligence (AI) revolutionizes dentistry, enhancing diagnostic accuracy, treatment plan...

Dec 2025 41825997
CIA-net: Cross-modality interaction and aggregation network for ovarian tumor segmentation from multi-modal MRI.

Magnetic resonance imaging (MRI) is an essential examination for ovarian cancer, in which ovarian tu...

Dec 2025 41406671
Tumoroid-derived extracellular vesicles for prognosis and therapeutics: A valuable tool in precision medicine.

Precision medicine has transformed healthcare by tailoring treatment plans to an individual's geneti...

Dec 2025 41391441
Revolutionizing Liver Imaging: Artificial Intelligence-Driven Advances in Diagnostics and Staging.

Artificial intelligence (AI) has emerged as a transformative tool in liver imaging, offering enhance...

Dec 2025 41631125
Synthetic computed tomography from magnetic resonance imaging: An editorial on deep learning approaches for hip and knee image translation.

This editorial provides a concise overview of synthetic computed tomography (CT) generation from mag...

Dec 2025 41368970
Super-resolution deep learning reconstruction improves brain MRI quality and detection of metastases.

PURPOSE: Accurate identification of brain metastases is critical for determining prognosis and guidi...

Dec 2025 41366626
Modern integrative prostate cancer diagnostics.

PURPOSE OF REVIEW: To review contemporary applications, performance, and implementation challenges o...

Dec 2025 41373109
Thigh Muscle Changes in the ACL-Deficient Knee: A 4-Year Longitudinal MRI Study of 1,207 Patients.

BACKGROUND: Anterior cruciate ligament (ACL) injuries may lead to long-term neuromuscular and struct...

Dec 2025 41370366
Segmentation of the right ventricular myocardial infarction in multi-centre cardiac magnetic resonance images.

Right ventricular myocardial infarction (RVMI) is associated with higher in-hospital morbidity and m...

Dec 2025 41412022
AI-Driven CT-MRI Image Fusion and Segmentation for Automatic Preoperative Planning of ACL Reconstruction: Development and Application.

BACKGROUND: The goals of this study were to develop an artificial intelligence (AI)-driven automated...

Dec 2025 41364772
Usefulness of metal artifact reduction on CT angiography after massive coil embolization in peripheral AVM.

PURPOSE: To evaluate the image quality of three reconstruction methods-filtered back projection (FBP...

Dec 2025 41406589
Fully automated Res3DNet model to predict IDH mutation of gliomas from whole-brain MRI free of tumor segmentation.

Accurate prediction of IDH mutation status in gliomas is critical for guiding diagnosis, prognosis, ...

Dec 2025 41531733
Machine learning models for CT-based classification of ischemic stroke onset time within or beyond 4.5 h: a comparison of approaches.

OBJECTIVES: To compare machine learning models using different combinations of clinical and imaging ...

Dec 2025 41359159
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