Radiology

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

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Showing 169-189 of 15,602 articles
Structure-guided prior-driven implicit neural representations for time-of-flight PET image reconstruction.

Objective.Positron emission tomography (PET) reconstruction is an ill-posed inverse problem, particu...

(8)
Oct 2026 42705327
Deep learning-based segmentation of non-perfused volume after magnetic resonance guided high-intensity focused ultrasound therapies: a retrospective evaluation on clinical patient data.

INTRODUCTION: Non-perfused volume (NPV) is a key imaging biomarker for treatment efficacy in MR -gui...

(3)
Oct 2026 42836351
Association of 18F-FDG PET/CT Radiomics with Tumor Molecular Features in Breast Cancer.

OBJECTIVES: This study aims to investigate the potential relationship between radiomic features extr...

(4)
Oct 2026 42836646
Awareness and Perception of Artificial Intelligence in Diagnostic Imaging: A Cross-Speciality Survey of Indian Medical Practitioners.

INTRODUCTION: Artificial Intelligence (AI) is one of the rapidly evolving areas of diagnostic imagin...

(1)
Oct 2026 42836674
Cone-beam computed tomography-based deep learning-augmented model for screening sleep-disordered breathing risk.

INTRODUCTION: Sleep-disordered breathing (SDB) is a common but underdiagnosed disorder due to comple...

(1)
Oct 2026 42836807
Recent advances in discriminating prostate cancer from benign prostatic diseases in the pre-biopsy population.

Prostate cancer (PCa) remains one of the most prevalent malignancies and a major cause of cancer-rel...

(3)
Oct 2026 42837038
Deep Learning-based Synthesis of Amyloid PET Images from Structural MRI in Alzheimer's Disease.

RATIONALE: Amyloid-beta (Aβ) plaques in Alzheimer's disease (AD) are commonly imaged with specific P...

(3)
Oct 2026 42837090
Comparison and Combination of Radiomics, Deep Learning, and Subjective Assessment for Differentiating Immature and Mature Ovarian Teratomas on Abdominal CT.

OBJECTIVE: Preoperatively, ovarian teratomas are often misclassified into immature and mature types,...

(2)
Oct 2026 42837146
Multiparameter Uncertainty Mapping in Quantitative Molecular MRI using a Physics-Structured Variational Autoencoder (PS-VAE).

Quantitative imaging methods, such as magnetic resonance fingerprinting (MRF), aim to extract interp...

(2)
Oct 2026 42837229
Characterizing variability in resting-state functional magnetic resonance imaging (rsfMRI) metrics: a normative modeling framework.

Clinical adoption of new biomedical techniques depends on establishing reference values against whic...

(4)
Oct 2026 42838427
Development and Validation of an Interpretable Machine Learning Model Based on Gd-EOB-DTPA-enhanced MRI for Evaluating Small HCC (≤2 cm): A Multicenter Cohort Study.

RATIONALE AND OBJECTIVES: This study aims to develop and externally validate an interpretable machin...

(3)
Oct 2026 42838878
Factors Associated with False-Positive Marks and False-Negative Cancers on Automated Breast Ultrasound Using an Artificial Intelligence-Based Computer-Aided Detection System.

Artificial intelligence-based computer-aided detection (AI-CAD) systems have been developed to assis...

(5)
Oct 2026 42839151
Artificial Intelligence for Gadolinium-Sparing Detection of Active Multiple Sclerosis Lesions: A Structured Narrative Review.

INTRODUCTION: Gadolinium-enhanced T1-weighted magnetic resonance imaging (MRI; T1c+) remains the ref...

(1)
Oct 2026 42839215
Sex Differences in Detection of Acute Coronary Syndrome Culprit Lesion Using Conventional and AI-Enhanced Coronary CT Angiography.

AIMS: Acute coronary syndrome (ACS) exhibits marked sex-related differences in clinical presentation...

(4)
Oct 2026 42834459
Intravascular imaging from research tool to guidelines: a 35-year long journey.

Initially developed to overcome the limitations of angiography in visualizing plaque morphology, int...

(3)
Oct 2026 42834703
Lower engagement of cognitive control in children on ChatGPT.

Generative artificial intelligence (AI) can scaffold idea generation, but how it engages control, at...

(4)
Oct 2026 42837293
Diagnosing endometriosis in adolescents using ultrasound and MRI: A scoping review of imaging approach and implementation considerations.

INTRODUCTION: Imaging is increasingly used for adult endometriosis, but evidence supporting adolesce...

(3)
Oct 2026 42833036
Impact of multisequence MRI on deep learning-based dose prediction for glioblastoma radiotherapy: A comparative evaluation of CT-only and CT+MRI models.

INTRODUCTION: Deep learning-based dose prediction has emerged as a promising approach for supporting...

(1)
Oct 2026 42833038
The medical physicist's role in the artificial intelligence era: an updated EFOMP curricular and professional framework.

PURPOSE: Five years after the European Federation of Organizations for Medical Physics (EFOMP) publi...

(2)
Oct 2026 42833069
Generative modeling of complex-valued brain MRI data.

OBJECTIVE: Standard Magnetic Resonance Imaging (MRI) reconstruction pipelines discard phase informat...

(1)
Oct 2026 42833266
A wavelet-guided diffusion method for brain magnetic resonance parameter mapping using MOLED-based datasets: proof-of-principle.

OBJECTIVE: Quantitative magnetic resonance imaging (qMRI) can noninvasively acquire parametric maps,...

(1)
Oct 2026 42833271
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