Radiology

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

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Showing 9157-9177 of 14,588 articles
q-Space Deep Learning: Twelve-Fold Shorter and Model-Free Diffusion MRI Scans.

Numerous scientific fields rely on elaborate but partly suboptimal data processing pipelines. An exa...

Apr 2016 27071165
A fast and stable vascular deformation scheme for interventional surgery training system.

BACKGROUND: The emergence and development of robot assistant interventional vascular surgery technol...

Apr 2016 27048290
Automated assessment of thigh composition using machine learning for Dixon magnetic resonance images.

OBJECTIVES: To develop and validate a machine learning based automated segmentation method that join...

Mar 2016 27026244
Development of two artificial neural network models to support the diagnosis of pulmonary tuberculosis in hospitalized patients in Rio de Janeiro, Brazil.

Pulmonary tuberculosis (PTB) remains a worldwide public health problem. Diagnostic algorithms to ide...

Mar 2016 27016365
Segmenting Retinal Blood Vessels With Deep Neural Networks.

The condition of the vascular network of human eye is an important diagnostic factor in ophthalmolog...

Mar 2016 27046869
Transitive closure of subsumption and causal relations in a large ontology of radiological diagnosis.

The Radiology Gamuts Ontology (RGO)-an ontology of diseases, interventions, and imaging findings-was...

Mar 2016 27005590
Automatic segmentation of vertebral contours from CT images using fuzzy corners.

Automatic segmentation of bone in computed tomography (CT) images is critical for the implementation...

Mar 2016 27017068
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images.

Among brain tumors, gliomas are the most common and aggressive, leading to a very short life expecta...

Mar 2016 26960222
PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology.

BACKGROUND AND OBJECTIVE: Percutaneous coronary interventional procedures need advance planning prio...

Mar 2016 27040838
HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework.

Multivariate pattern analysis techniques have been increasingly used over the past decade to derive ...

Feb 2016 26923371
Preliminary Report on the Safety and Efficacy of Staged versus Complete Revascularization in Patients with Multivessel Disease at the Time of Primary Percutaneous Coronary Intervention.

This study aims to determine the safety and efficacy of complete versus staged-percutaneous coronary...

Feb 2016 28804231
Evaluation of Underlying Lymphocytic Thyroiditis With Histogram Analysis Using Grayscale Ultrasound Images.

OBJECTIVES: The purpose of this study was to evaluate diagnostic performance of histogram analysis u...

Feb 2016 26887447
Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.

Cerebral microbleeds (CMBs) are small haemorrhages nearby blood vessels. They have been recognized a...

Feb 2016 26886975
A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI.

Segmentation of the left ventricle (LV) from cardiac magnetic resonance imaging (MRI) datasets is an...

Feb 2016 26917105
Adapting content-based image retrieval techniques for the semantic annotation of medical images.

The automatic annotation of medical images is a prerequisite for building comprehensive semantic arc...

Feb 2016 26890880
Segmenting Brain Tissues from Chinese Visible Human Dataset by Deep-Learned Features with Stacked Autoencoder.

Cryosection brain images in Chinese Visible Human (CVH) dataset contain rich anatomical structure in...

Jan 2016 27057543
Computer-Aided Diagnosis for Breast Ultrasound Using Computerized BI-RADS Features and Machine Learning Methods.

This work identifies effective computable features from the Breast Imaging Reporting and Data System...

Jan 2016 26806441
Multivariate Analyses Applied to Healthy Neurodevelopment in Fetal, Neonatal, and Pediatric MRI.

Multivariate analysis (MVA) is a class of statistical and pattern recognition techniques that involv...

Jan 2016 26834576
Disrupted white matter connectivity underlying developmental dyslexia: A machine learning approach.

Developmental dyslexia has been hypothesized to result from multiple causes and exhibit multiple man...

Jan 2016 26787263
Multimodal hybrid imaging agents for sentinel node mapping as a means to (re)connect nuclear medicine to advances made in robot-assisted surgery.

PURPOSE: Radical prostatectomy and complementary extended pelvic lymph node dissection (ePLND) of se...

Jan 2016 26768422
Automated Outcome Classification of Computed Tomography Imaging Reports for Pediatric Traumatic Brain Injury.

BACKGROUND: The authors have previously demonstrated highly reliable automated classification of fre...

Jan 2016 26766600
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