Radiology

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

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Showing 9892-9912 of 14,672 articles
Advancement of an automatic segmentation pipeline for metallic artifact removal in post-surgical ACL MRI.

Magnetic resonance imaging (MRI) has the potential to identify post-operative risk factors for re-te...

Sep 2025 40348296
UltrasOM: A mamba-based network for 3D freehand ultrasound reconstruction using optical flow.

BACKGROUND: Three-dimensional (3D) ultrasound (US) reconstruction is of significant value in clinica...

Aug 2025 40367539
A myocardial reorientation method based on feature point detection for quantitative analysis of PET myocardial perfusion imaging.

OBJECTIVE: Reorienting cardiac positron emission tomography (PET) images to the transaxial plane is ...

Aug 2025 40367541
Causal insights from clinical information in radiology: Enhancing future multimodal AI development.

PURPOSE: This study investigates the causal mechanisms underlying radiology report generation by ana...

Aug 2025 40378553
Opposing-through crash risk forecasting using artificial intelligence-based video analytics for real-time application: integrating generalized extreme value theory and time series forecasting models.

Recent advancements in artificial intelligence (AI) and traffic sensing technologies provide signifi...

Aug 2025 40339539
A robust automated segmentation method for white matter hyperintensity of vascular-origin.

White matter hyperintensity (WMH) is a primary manifestation of small vessel disease (SVD), leading ...

Jul 2025 40389145
Predicting depression in healthy young adults: A machine learning approach using longitudinal neuroimaging data.

Accurate prediction of depressive symptoms in healthy individuals can enable early intervention and ...

Jul 2025 40412672
Photoacoustic-Integrated Multimodal Approach for Colorectal Cancer Diagnosis.

Colorectal cancer remains a major global health challenge, emphasizing the need for advanced diagnos...

Jul 2025 40592765
[Application and progress of artificial intelligence technology in interventional pulmonology].

In recent years, interventional pulmonology has advanced rapidly, with bronchoscopy becoming a corne...

Jul 2025 40582978
Ensemble of Weak Spectral Total Variation Learners: a PET-CT Case Study

Solving computer vision problems through machine learning, one often encounters lack of sufficient...

Jul 2025 http://arxiv.org/abs/2507.08735v1
An Efficient Approach for Muscle Segmentation and 3D Reconstruction Using Keypoint Tracking in MRI Scan

Magnetic resonance imaging (MRI) enables non-invasive, high-resolution analysis of muscle structur...

Jul 2025 http://arxiv.org/abs/2507.08690v1
Generalizable 7T T1-map Synthesis from 1.5T and 3T T1 MRI with an Efficient Transformer Model

Purpose: Ultra-high-field 7T MRI offers improved resolution and contrast over standard clinical fi...

Jul 2025 http://arxiv.org/abs/2507.08655v1
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models

Current challenges in developing foundational models for volumetric imaging data, such as magnetic...

Jul 2025 http://arxiv.org/abs/2507.08254v1
ArteryX: Advancing Brain Artery Feature Extraction with Vessel-Fused Networks and a Robust Validation Framework

Cerebrovascular pathology significantly contributes to cognitive decline and neurological disorder...

Jul 2025 http://arxiv.org/abs/2507.07920v1
Breast Ultrasound Tumor Generation via Mask Generator and Text-Guided Network:A Clinically Controllable Framework with Downstream Evaluation

The development of robust deep learning models for breast ultrasound (BUS) image analysis is signi...

Jul 2025 http://arxiv.org/abs/2507.07721v1
Compressive Imaging Reconstruction via Tensor Decomposed Multi-Resolution Grid Encoding

Compressive imaging (CI) reconstruction, such as snapshot compressive imaging (SCI) and compressiv...

Jul 2025 http://arxiv.org/abs/2507.07707v1
Semi-supervised learning and integration of multi-sequence MR-images for carotid vessel wall and plaque segmentation

The analysis of carotid arteries, particularly plaques, in multi-sequence Magnetic Resonance Imagi...

Jul 2025 http://arxiv.org/abs/2507.07496v1
Dual Semantic-Aware Network for Noise Suppressed Ultrasound Video Segmentation

Ultrasound imaging is a prevalent diagnostic tool known for its simplicity and non-invasiveness. H...

Jul 2025 http://arxiv.org/abs/2507.07443v1
Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning

In recent years, deep learning has shown great promise in the automated detection and classificati...

Jul 2025 http://arxiv.org/abs/2507.07011v1
MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation

Despite significant advancements in adapting Large Language Models (LLMs) for radiology report gen...

Jul 2025 http://arxiv.org/abs/2507.06992v1
SimCortex: Collision-free Simultaneous Cortical Surfaces Reconstruction

Accurate cortical surface reconstruction from magnetic resonance imaging (MRI) data is crucial for...

Jul 2025 http://arxiv.org/abs/2507.06955v1
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