Radiology

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

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Showing 1219-1239 of 15,614 articles
Machine learning model based on spontaneous brain activity detected by functional MRI for distinguishing unipolar depression from bipolar disorder.

BACKGROUND: The therapeutic strategies for bipolar disorder (BD) and unipolar depression (UD) are qu...

(2)
Jul 2026 42425243
SYNTAX score for assessing coronary artery disease burden and complexity: past, present, and future.

The anatomical synergy between percutaneous coronary intervention with TAXUS and cardiac surgery (SY...

Jul 2026 42425270
Prevalence and burden of coronary artery disease in young adults undergoing clinically indicated coronary CT angiography.

BACKGROUND: The reported prevalence and burden of coronary artery disease in young adults varies mar...

(2)
Jul 2026 42425721
FMR analysis by machine learning leads to remarkable insights into the magnetic anisotropy of [Formula: see text] thin films.

The traditional approach to analyzing ferromagnetic resonance spectroscopy (FMR) data can produce in...

Jul 2026 42426046
Ultrasound assisted persulfate for enhanced degradation of Alizarin Red S with experimental design and AI driven optimization.

This study investigates the enhanced degradation of Alizarin Red S (ARS) from aqueous solutions usin...

(3)
Jul 2026 42426172
Machine Learning-Based Privacy Preserving via CT/MRI and Organ Metadata Prediction.

Medical imaging plays a significant role in diagnosis and treatment planning, with significant effor...

Jul 2026 42426418
Automated high-resolution computed tomography analysis outperforms visual assessment in predicting interstitial lung disease progression in systemic sclerosis.

OBJECTIVES: Progressive interstitial lung disease (ILD) is the leading cause of mortality in systemi...

(1)
Jul 2026 42426553
A method for early ultrasound classification of developmental dysplasia of the hip in infants: combining YOLOv8-based keypoint detection with radiomics.

This study introduces an innovative method for early ultrasound classification of developmental dysp...

(2)
Jul 2026 42420919
Deep learning-based treatment decision support framework for multi-vessel coronary artery disease using integrated coronary angiography and clinical data.

BACKGROUND: Treatment selection between percutaneous coronary intervention (PCI) and coronary artery...

(2)
Jul 2026 42420992
Preoperative prediction of occult high-volume central lymph node metastasis in clinically node-negative papillary thyroid carcinoma using a multimodal practical model: development, temporal validation, and external validation.

PURPOSE: Preoperative risk estimation of occult high-volume central lymph node metastasis (CLNM) in ...

Jul 2026 42421358
Integrative Chemical Genetics Platform Identifies Condensate Modulators Linked to Neurological Disorders.

Dysregulation of biomolecular condensates is implicated across multiple neurological disorders. Howe...

(3)
Jul 2026 42418712
MRI-based gross tumor volume delineation in high-grade glioma using a deep convolutional neural network.

OBJECTIVE: In brain radiotherapy, accurate target volume delineation is a key step in treatment plan...

(3)
Jul 2026 42418866
MRI-Only Simulation for Prostate MRI-Guided SBRT.

PURPOSE: The SMART (Stereotactic MR-Guided Adaptive Radiation Therapy) protocol for prostate SBRT ha...

Jul 2026 42419395
A multimodal MRI-radiomics deep learning model for survival risk stratification after gamma knife radiosurgery in patients with brain metastases: A multicenter retrospective study.

BACKGROUND: Brain metastasis (BM) is a high-mortality complication occurring in 20-40% of cancer pat...

(4)
Jul 2026 42419433
Leveraging a vendor-neutral deep learning reconstruction algorithm to reduce scan time and enhance image quality in T2-weighted liver MRI.

This study evaluated whether a vendor-neutral deep learning reconstruction (DLR) can improve image q...

Jul 2026 42420358
Radiomics Models as Tools for Predicting Genetic Mutations in Colorectal Cancer: A Systematic Review and Meta-Analysis.

BACKGROUND: The evaluation of genetic mutations is crucial for personalized therapy in colorectal ca...

(4)
Jul 2026 42420571
AI-Assisted Detection of Supraspinatus Tendon Pathologies Using a Hierarchical Deep Learning Model to Improve Clinical Applicability: Development and Evaluation Study.

BACKGROUND: Supraspinatus tendon pathologies are common causes of shoulder pain. Magnetic resonance ...

(1)
Jul 2026 42420768
Data-scarce transfer learning fusion for positron emission tomography and computed tomography guided lung biopsy.

OBJECTIVES: We developed a transfer learning-based multimodal fusion deep learning model integrating...

(1)
Jul 2026 42412121
Leveraging generative artificial intelligence for the development of non-interventional research study protocols: a proof-of-concept feasibility study.

BACKGROUND: The writing of study protocols is a labor and time-intensive process. We hypothesized th...

(1)
Jul 2026 42414906
Precision treatment of COPD based on novel imaging phenotypes: a treatable traits approach.

Chronic obstructive pulmonary disease (COPD) is a heterogeneous syndrome. Spirometry, while diagnost...

Jul 2026 42415092
Prediction of PD-L1 expression in nonsmall cell lung cancer using artificial intelligence models based on radiomics: a systematic review and meta-analysis.

BACKGROUND: Since 1992, the incidence of lung cancer has shown an overall downward trend, with survi...

Jul 2026 42419776
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