Radiology

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

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Showing 1996-2016 of 14,384 articles
Dynamic infrared thermography in free flap surgery: A systematic review.

BACKGROUND: Dynamic infrared thermography (DIRT) is increasingly being utilized for perforator selec...

Nov 2025 41479636
Feasibility of transperineal prostate biopsy guided by fusion of [18F]F-PSMA-1007 PET/MRI with real-time transrectal ultrasound. Prostate cancer classification using imaging biomarkers and radiomics in PIRADS 3 lesions.

OBJECTIVE: To assess the diagnostic feasibility of transperineal biopsy guided by fusion of PET/MRI ...

Nov 2025 41317899
Multiparametric MRI-based radiomics machine learning nomogram for predicting aggressive histology in endometrial cancer.

OBJECTIVE: To develop and validate a radiomics-based machine learning nomogram using multiparametric...

Nov 2025 41291294
Physics-aware imaging AI for quantitative MASLD biomarker mapping: a systematic review of deep learning and radiomics across ultrasound, CT, and MRI.

OBJECTIVE: This systematic review critically appraises the current landscape of physics-aware artifi...

Nov 2025 41291295
Adapt or specialize? A comprehensive evaluation of adapted SAM versus task-specific CNNs for fetal abdominal segmentation.

BACKGROUND: The fetal abdomen is crucial in prenatal screening, offering key insights into fetal gro...

Nov 2025 41313924
An accurate, straightforward computer vision algorithm for optimal tumor-feeding visualization in cone-beam computed tomography hepatic arteriography: A preliminary study.

AIM: Although standardized 3D volume rendering techniques (VRT) and embolization guidance visualize ...

Nov 2025 41547160
Automated Recognition and Measurement for Levator Hiatus in 3D Ultrasound: A Clinical Study in Postpartum Women.

OBJECTIVES: To evaluate the performance of a CNN-based (convolutional neural networks-based) AI soft...

Nov 2025 41292277
An innovative AI-based dual segmentation application for head surgery.

Accurate anatomical segmentation in computed tomography (CT) imaging is vital for diagnostics and vi...

Nov 2025 41298214
MRI-Based Radiomics Model for Classifying Axillary Lymph Node Burden and Disease-Free Survival in Patients With Early-Stage Breast Cancer.

BACKGROUND: Axillary lymph node (ALN) burden is a key prognostic determinant in breast cancer and pl...

Nov 2025 41289056
Deep learning for non-invasive detection of steatosis and fibrosis in MASLD: a multicenter study with a new fibroscan-labelled ultrasound dataset.

PURPOSE: This study aimed to develop and validate deep learning models for non-invasive assessment o...

Nov 2025 41284028
Early prediction of response to ADT plus ARPIs in mHSPC using interpretable machine learning on PSMA PET/CT: a real-world study.

BACKGROUND: Reliable tools for early prediction of treatment response to androgen deprivation therap...

Nov 2025 41276643
Use of Expected Utility to Evaluate Artificial Intelligence-Enabled Rule-out Devices for Mammography Screening.

BackgroundAn artificial intelligence (AI)-enabled rule-out device may autonomously remove patient im...

Nov 2025 41277386
Application of Total-Body PET in Pediatric Patients.

This article highlights the advancements in total-body PET (TB PET) imaging, emphasizing its benefit...

Nov 2025 41290462
Imaging of vestibular function and disorders and its clinical relevance.

PURPOSE OF REVIEW: To discuss recent advances in imaging of the structural organization and function...

Nov 2025 41262047
Deep learning-reconstructed hepatobiliary MRI: Enhancing biliary delineation, lesion margin sharpness, and small lesion detection.

OBJECTIVE: To evaluate the comparative performance of a deep learning-reconstructed T1-weighted volu...

Nov 2025 41314015
Deep learning-based image reconstruction significantly improves image quality of MRI examinations of the orbit at 3 Tesla.

PURPOSE: The purpose of this study was to assess the benefit of a deep learning-based image reconstr...

Nov 2025 41276422
Artificial intelligence for TNM staging in NSCLC: a critical appraisal of segmentation utility in [1⁸F]FDG PET/CT.

PURPOSE: This study aims to investigate whether a diagnostic AI model can effectively support lesion...

Nov 2025 41275455
Weakly semi-supervised cardiac MRI segmentation with frequency-domain pseudo label dynamic mixed supervision and partial-dice constraints.

Magnetic Resonance Imaging (MRI) of the heart provides precise visualization of cardiac anatomical s...

Nov 2025 41308264
Comparing prostate diffusion weighted images reconstructed with a commercial deep-learning product to a deep learning phase corrected model at 1.5 T.

PURPOSE: To determine whether a new deep learning (DL) based phase corrected (DLPC) reconstruction m...

Nov 2025 41297172
Clinically oriented deep learning framework for automated vessel wall segmentation in black-blood MRI: a multi-center study.

OBJECTIVES: To develop and validate a clinically applicable deep learning framework for automated se...

Nov 2025 41273425
IDH Mutation Classification in Nonenhancing Gliomas: A Comparison of Habitat and Whole-Tumor Transfer Learning Strategies.

BACKGROUND: Isocitrate dehydrogenase (IDH) mutation status is an important biomarker for the diagnos...

Nov 2025 41273358
Browse Categories
Allergy
Anesthesiology
Acute Coronary Syndrome Arrhythmias Atherosclerosis Congestive Heart Failure Dyslipidemia Hypertension Metabolic Syndrome Myocardial Infarction PCI Peripheral Artery Disease Prevention Strokes Venous Thrombosis
Sepsis
Atopy Psoriasis
Emergency Medicine
Diabetes Menopause Osteoporosis Steroids Thyroid
GERD Inflammatory Bowel Disease Irritable Bowel Syndrome Pancreatic Diseases Peptic Ulcer Disease
Genetics
Alzheimer's Disease Medicare
Hematology Hemophilia Leukemia Lymphoma Multiple Myeloma Myeloma
Hospitalists Infection Control Intensivists Nursing Risk Management Surveillance
Bacterial Infection COVID-19 Flu & URI Fungal Infection HIV/AIDS Hepatitis Public Health STDs Vaccines
Anemia End Stage Renal Disease
Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders
Nursing
Fibroids HRT Infertility Ovarian Cancer Pregnancy
Brain Cancer Breast Cancer Chemotherapy Colon Cancer Lung Cancer Other Cancers Prostate Cancer Skin Cancer
Glaucoma Ophthalmology Refractive Surgery
Sports Medicine
Back Pain Migraines Pain Management
Pathology
ADHD/ADD Growth Disorders Parenting
Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling
Alternative Medicine Dental Health Diet & Nutrition Exercise & Fitness Geriatrics Obesity Preventive Care Smoking & Tobacco
Devices and Vaccines Prescriptions
Addictions Anxiety & Stress Bipolar Disorder DSM-5 Depression Eating Disorders Schizophrenia
Clinical Trials Environmental Health Ethics Health Policy Medicaid Medical Education Military Medicine Stem Cell Research US Health Policy Work Force
Asthma COPD Cystic Fibrosis Pneumonia Tuberculosis
Arthritis Fibromyalgia Lupus Rheumatoid Arthritis
Bioterrorism Care of terminally ill / Palliative care Cultural Competence Domestic Violence Identifying and Reporting Child abuse Identifying and Reporting Dependent Adult abuse Infection control / Modes of transmission Medical Ethics / Professional Responsibility Patient safety / Risk Management Prevention of medical errors Sexual Assault Universal precautions
Anesthesiology Laser Surgery Neurosurgery Orthopedics Otolaryngology Plastic Surgery Surveys Thoracic Surgery
Heart Transplantation Kidney Transplantation Liver Transplantation Transplantation
COVID-19 FDA General Military CME Reform US Health Policy
BPH/LUTS Erectile Dysfunction Urinary Incontinence