Radiology

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

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Showing 10207-10227 of 14,672 articles
Multi-view contrastive learning and symptom extraction insights for medical report generation.

The task of generating medical reports automatically is of paramount importance in modern healthcare...

May 2025 40410174
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities

Existing methods for multimodal MRI segmentation with missing modalities typically assume that all...

May 2025 http://arxiv.org/abs/2505.16809v2
SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images

Medical anomaly detection (AD) is crucial for early clinical intervention, yet it faces challenges...

May 2025 http://arxiv.org/abs/2505.16659v1
Implicit Neural Shape Optimization for 3D High-Contrast Electrical Impedance Tomography

We present a novel implicit neural shape optimization framework for 3D high-contrast Electrical Im...

May 2025 http://arxiv.org/abs/2505.16487v1
CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI

Accurate and efficient quantification of cardiac function is essential for the estimation of progn...

May 2025 http://arxiv.org/abs/2505.16452v1
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Computed Tomography (CT) scan, which produces 3D volumetric medical data that can be viewed as hun...

May 2025 http://arxiv.org/abs/2505.16229v1
Diagnostic tools and methods for dermatological assessment.

Advanced clinical practitioners (ACPs) play an essential role in dermatological care but often encou...

May 2025 40396952
Deep learning-based automatic differentiation of acute angle closure with or without zonulopathy using ultrasound biomicroscopy: a comparison of diagnostic performance with ophthalmologists.

OBJECTIVE: This study aims to develop ultrasound biomicroscopy (UBM)-based artificial intelligence (...

May 2025 40409764
Whole-body CT-to-PET synthesis using a customized transformer-enhanced GAN.

. Positron emission tomography with 2-deoxy-2-[fluorine-18]fluoro-D-glucose integrated with computed...

May 2025 40367973
Self-supervised model-informed deep learning for low-SNR SS-OCT domain transformation.

This article introduces a novel deep-learning based framework, Super-resolution/Denoising network (S...

May 2025 40404743
An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection

The brain is a highly complex organ that manages many important tasks, including movement, memory ...

May 2025 http://arxiv.org/abs/2505.16039v1
Diffusion Probabilistic Generative Models for Accelerated, in-NICU Permanent Magnet Neonatal MRI

Purpose: Magnetic Resonance Imaging (MRI) enables non-invasive assessment of brain abnormalities d...

May 2025 http://arxiv.org/abs/2505.15984v1
Machine Learning Derived Blood Input for Dynamic PET Images of Rat Heart

Dynamic FDG PET imaging study of n = 52 rats including 26 control Wistar-Kyoto (WKY) rats and 26 e...

May 2025 http://arxiv.org/abs/2505.15488v1
SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning

Medical image segmentation plays an important role in various clinical applications, but existing ...

May 2025 http://arxiv.org/abs/2505.15234v1
Non-rigid Motion Correction for MRI Reconstruction via Coarse-To-Fine Diffusion Models

Magnetic Resonance Imaging (MRI) is highly susceptible to motion artifacts due to the extended acq...

May 2025 http://arxiv.org/abs/2505.15057v1
Coronary Computed Tomographic Angiography to Optimize the Diagnostic Yield of Invasive Angiography for Low-Risk Patients Screened With Artificial Intelligence: Protocol for the CarDIA-AI Randomized Controlled Trial.

BACKGROUND: Invasive coronary angiography (ICA) is the gold standard in the diagnosis of coronary ar...

May 2025 40397500
An automated deep learning framework for brain tumor classification using MRI imagery.

The precise and timely diagnosis of brain tumors is essential for accelerating patient recovery and ...

May 2025 40399378
A machine learning based prediction model for short term efficacy of nasopharyngeal carcinoma.

The radiological dosimetric parameters and clinical features were screened by machine learning to co...

May 2025 40399535
MRI-based diagnostic model for Alzheimer's disease using 3D-ResNet.

Alzheimer's disease (AD), a progressive neurodegenerative disorder, is the leading cause of dementia...

May 2025 40354785
Pathobiological Dictionary Defining Pathomics and Texture Features: Addressing Understandable AI Issues in Personalized Liver Cancer; Dictionary Version LCP1.0

Artificial intelligence (AI) holds strong potential for medical diagnostics, yet its clinical adop...

May 2025 http://arxiv.org/abs/2505.14926v1
Automated Fetal Biometry Assessment with Deep Ensembles using Sparse-Sampling of 2D Intrapartum Ultrasound Images

The International Society of Ultrasound advocates Intrapartum Ultrasound (US) Imaging in Obstetric...

May 2025 http://arxiv.org/abs/2505.14572v1
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