Radiology

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

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Showing 988-1008 of 15,602 articles
Metrological and Algorithmic Traceability of Machine Learning in Laboratory Medicine.

BACKGROUND: The integration of machine learning (ML) into clinical laboratory medicine offers new op...

(1)
Jul 2026 42504408
VERMONT μQFR: Diagnostic Accuracy of Murray Law-Based 2D-μQFR Compared to 3D-μQFR and vFFR.

BACKGROUND: Murray law-based quantitative flow ratio (μQFR) is an angiography-derived physiological ...

Jul 2026 42504446
Artificial intelligence in prostate MRI: Comparative diagnostic performance in a high-prevalence cohort.

BackgroundArtificial intelligence (AI) is increasingly used in prostate cancer diagnostic workflows ...

(1)
Jul 2026 42506891
Diagnostic performance of ¹⁸F-FDG PET/CT radiomics-based machine learning models for pancreatic lesion characterisation: Comparison with visual assessment and evaluation of human-radiomics synergy.

PURPOSE: We aimed to evaluate the diagnostic performance of ¹⁸F-FDG PET/CT-derived radiomics-based m...

(9)
Jul 2026 42507007
Association Between Inflammatory Biomarkers And Carotid Ultrasound Parameters In The Northern Manhattan Stroke Study.

Inflammation contributes to atherosclerosis and vascular remodeling, but the immune pathways associa...

(3)
Jul 2026 42507057
Current Treatment Options and Emerging Technologies for Pelvic Bone Tumors: From Limb Salvage to Precision Oncology.

In our practice, the treatment of pelvic bone tumors should begin with a multidisciplinary sarcoma-b...

Jul 2026 42507084
Interpretable Dual-Stream EEG-MRI Fusion Uncovers Structure-Function Signatures of Stroke Motor Recovery.

Motor recovery prediction after stroke is hindered by the inability of single-modality imaging to ca...

Jul 2026 42507557
The 2025 National Institute of Health Budget Cuts and the Future of Radiology Innovation: Implications for the Physician-Scientist Pipeline and Research Paradigms.

The United States National Institutes of Health (NIH) serves as the cornerstone of biomedical resear...

(1)
Jul 2026 42509049
High FDG Uptake in the Non-cancerous Lung Predicts Immune-Related Adverse Events and Poor Prognosis in Patients with Lung Cancer Treated with Immune Checkpoint Inhibitors.

RATIONALE AND OBJECTIVES: Immune checkpoint inhibitors (ICIs) have improved survival in non-small ce...

(1)
Jul 2026 42509051
Deep Neural Patchworks Predict Renal Imaging Biomarkers From Non-contrast MRI via Knowledge Transfer From Arterial-Phase Contrast-Enhanced MRI.

RATIONALE AND OBJECTIVES: Contrast-enhanced (CE) MRI provides clear corticomedullary contrast for re...

Jul 2026 42509052
Arterial Spin Labeling of Cerebral Perfusion in Unresponsive Wakefulness Syndrome: A Proof-of-Concept Comparison with FDG-PET.

BACKGROUND: Despite the clinical utility of [18F]-fluorodeoxyglucose positron emission tomography (F...

(2)
Jul 2026 42509477
Laboratory medicine 2050: from testing to health intelligence network, a vision from the IFCC Emerging Technologies Division.

Laboratory medicine is undergoing a profound transformation driven by advances in artificial intelli...

Jul 2026 42492578
The deep learning radiomics nomogram for risk stratification in multiple myeloma using automatic whole-body [18F]FDG PET/CT segmentation approach.

PURPOSE: To develop a deep learning (DL) approach for automatic segmentation and accurate risk strat...

(2)
Jul 2026 42503527
Dose-report-driven body weight estimation in diagnostic CT using a practical machine learning framework.

In radiology practice, patient body weight is important for contrast media and radiopharmaceutical d...

Jul 2026 42503053
Systematic Review of AI-Driven Applications for Screening Nasopharyngeal Carcinoma Using MRI.

BACKGROUND: Nasopharyngeal carcinoma (NPC) can be detected early on MRI, but adoption for screening ...

(3)
Jul 2026 42503234
Time Is Aorta: Can Artificial Intelligence Improve Surgical Timelines in Acute Type A Aortic Dissection? A Comprehensive Review.

BACKGROUND AND AIMS: Acute Type A aortic dissection (ATAAD) is a surgical emergency in which delays ...

Jul 2026 42504240
Machine Learning Prediction of Hoehn and Yahr Scores at 5-Years Post-123I-Ioflupane SPECT Imaging in a Real-World Parkinson's Disease Dataset.

BACKGROUND: Parkinson's disease (PD) progression is highly heterogeneous, complicating clinical mana...

(2)
Jul 2026 42499249
Severity-Graded MRI-Detected TMJ Effusion Is Associated With Pain and Dysfunction in Temporomandibular Disorder Patients.

BACKGROUND: Temporomandibular joint (TMJ) effusion on magnetic resonance imaging (MRI) is considered...

(3)
Jul 2026 42499310
The High-Intensity Zone: A Dynamic Inflammatory Hub in Lumbar Disc Degeneration.

The lumbar intervertebral disc high-intensity zone (HIZ), a focal hyperintensity within the annulus ...

(1)
Jul 2026 42500814
PET/CT-derived whole-body composition and survival in resectable NSCLC: double machine learning-based adjusted association analysis of intermuscular adiposity burden and sex-specific metabolic phenotypes.

PURPOSE: To evaluate whether whole-body PET/CT-derived body composition features are associated with...

(1)
Jul 2026 42501072
Preoperative prediction of positive surgical margins in prostate cancer using multimodal deep learning model: a multicenter study.

PURPOSE: This study aimed to develop a deep learning model based on magnetic resonance imaging (MRI)...

Jul 2026 42501097
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