Radiology

Radiology

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

14,558 articles

Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 8359-8379 of 14,558 articles

Automated Ventricular System Segmentation in Paediatric Patients Treated for Hydrocephalus Using Deep Learning Methods.

Hydrocephalus is a common neurological condition that can have traumatic ramifications and can be le...

Jul 2019 31360710

Artificial intelligence, machine (deep) learning and radio(geno)mics: definitions and nuclear medicine imaging applications.

Techniques from the field of artificial intelligence, and more specifically machine (deep) learning ...

Jul 2019 31280350

Machine learning in breast MRI.

Machine-learning techniques have led to remarkable advances in data extraction and analysis of medic...

Jul 2019 31276247

Use of a Tracer-Specific Deep Artificial Neural Net to Denoise Dynamic PET Images.

Application of kinetic modeling (KM) on a voxel level in dynamic PET images frequently suffers from ...

Jul 2019 31283475

Multivariate classification of drug-naive obsessive-compulsive disorder patients and healthy controls by applying an SVM to resting-state functional MRI data.

BACKGROUND: Previous resting-state functional magnetic resonance imaging (rs-fMRI) studies have reve...

Jul 2019 31277632

Classification of Carotid Artery Intima Media Thickness Ultrasound Images with Deep Learning.

Cerebrovascular accident due to carotid artery disease is the most common cause of death in develope...

Jul 2019 31278481

Deep visual nerve tracking in ultrasound images.

Ultrasound-guided regional anesthesia (UGRA) becomes a standard procedure in surgical operations and...

Jul 2019 31349184

In-Bore Transrectal MRI-Guided Biopsy With Robotic Assistance in the Diagnosis of Prostate Cancer: An Analysis of 57 Patients.

The objective of our study was to analyze the feasibility and potential role of robotic-assisted tr...

Jul 2019 31268734

Deep Convolution Neural Network (DCNN) Multiplane Approach to Synthetic CT Generation From MR images-Application in Brain Proton Therapy.

PURPOSE: The first aim of this work is to present a novel deep convolution neural network (DCNN) mul...

Jul 2019 31271823

Toward Safe Retinal Microsurgery: Development and Evaluation of an RNN-Based Active Interventional Control Framework.

OBJECTIVE: Robotics-assisted retinal microsurgery provides several benefits including improvement of...

Jul 2019 31265381

Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRI.

OBJECTIVE: Quantitative PET/MR imaging is challenged by the accuracy of synthetic CT (sCT) generatio...

Jul 2019 31264170

A deep learning based pipeline for optical coherence tomography angiography.

Optical coherence tomography angiography (OCTA) is a relatively new imaging modality that generates ...

Jul 2019 31168927

Automatic evaluation of fetal head biometry from ultrasound images using machine learning.

OBJECTIVE: Ultrasound-based fetal biometric measurements, such as head circumference (HC) and bipari...

Jul 2019 31091515

Brain Tumour Segmentation Using Convolutional Neural Network with Tensor Flow.

Introduction: The determination of tumour extent is a major challenging task in brain tumour plannin...

Jul 2019 31350971

Next generation research applications for hybrid PET/MR and PET/CT imaging using deep learning.

INTRODUCTION: Recently there have been significant advances in the field of machine learning and art...

Jun 2019 31254036

Improved Deep Learning Network Based in combination with Cost-sensitive Learning for Early Detection of Ovarian Cancer in Color Ultrasound Detecting System.

With the development of theories and technologies in medical imaging, most of the tumors can be dete...

Jun 2019 31254110

A case of robotic assisted percutaneous coronary intervention of the left main coronary artery in a patient with very late baffle stenosis after surgical correction of anomalous left coronary artery from the pulmonary artery.

A 34-year-old woman with history of surgical correction (Takeuchi procedure) of anomalous left coron...

Jun 2019 31250510

F-FDG-PET-based radiomics features to distinguish primary central nervous system lymphoma from glioblastoma.

The differential diagnosis of primary central nervous system lymphoma from glioblastoma multiforme (...

Jun 2019 31491820

Identification of a Multiplex Biomarker Panel for Hypertrophic Cardiomyopathy Using Quantitative Proteomics and Machine Learning.

Hypertrophic cardiomyopathy (HCM) is defined by pathological left ventricular hypertrophy (LVH). It ...

Jun 2019 31243064

Imaging Quality Control in the Era of Artificial Intelligence.

The advent of artificial intelligence (AI) promises to have a transformational impact on quality in ...

Jun 2019 31254491

Accurate colorectal tumor segmentation for CT scans based on the label assignment generative adversarial network.

PURPOSE: Colorectal tumor segmentation is an important step in the analysis and diagnosis of colorec...

Jun 2019 31087327

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