Radiology

Radiology

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

14,588 articles

Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 8842-8862 of 14,588 articles

Breast Mass Detection in Digital Mammogram Based on Gestalt Psychology.

Inspired by gestalt psychology, we combine human cognitive characteristics with knowledge of radiolo...

May 2018 29854359

Reducing Navigators in Free-Breathing Abdominal MRI via Temporal Interpolation Using Convolutional Neural Networks.

Navigated 2-D multi-slice dynamic magnetic resonance imaging (MRI) acquisitions are essential for MR...

Apr 2018 29994024

Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry.

INTRODUCTION: Machine learning (ML) is a field in computer science that demonstrated to effectively ...

Apr 2018 29753765

Machine learning in cardiac CT: Basic concepts and contemporary data.

Propelled by the synergy of the groundbreaking advancements in the ability to analyze high-dimension...

Apr 2018 29754806

Computer aided detection of ureteral stones in thin slice computed tomography volumes using Convolutional Neural Networks.

Computed tomography (CT) is the method of choice for diagnosing ureteral stones - kidney stones that...

Apr 2018 29730498

Enhancing the Image Quality via Transferred Deep Residual Learning of Coarse PET Sinograms.

Increasing the image quality of positron emission tomography (PET) is an essential topic in the PET ...

Apr 2018 29993685

An improved deep learning approach for detection of thyroid papillary cancer in ultrasound images.

Unlike daily routine images, ultrasound images are usually monochrome and low-resolution. In ultraso...

Apr 2018 29700427

Assessing Breast Cancer Risk with an Artificial Neural Network.

Objectives: Radiologists face uncertainty in making decisions based on their judgment of breast canc...

Apr 2018 29693975

A Crossover Comparison of Standard and Telerobotic Approaches to Prenatal Sonography.

OBJECTIVES: To determine the feasibility of a telerobotic approach to remotely perform prenatal sono...

Apr 2018 29689632

Radiomics - the value of the numbers in present and future radiology.

Radiomics is a new concept that has been functioning in medicine for only a few years. This idea, cr...

Apr 2018 30627231

VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography.

Three-dimensional (3D) fetal neurosonography is used clinically to detect cerebral abnormalities and...

Apr 2018 29715691

Ultrasonographic Reference Values of Kidney Dimensions and Clinicopathological Findings Associating the Transcutaneous Ultrasound-Guided Renal Biopsy in Donkeys (Equus asinus).

This study aimed to establish normal ultrasonographic reference values of kidney dimensions in donke...

Apr 2018 31256879

Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network.

BACKGROUND AND OBJECTIVE: White matter lesions are non-static brain lesions that have a prevalence r...

Apr 2018 29706405

Super-resolution reconstruction of MR image with a novel residual learning network algorithm.

Spatial resolution is one of the key parameters of magnetic resonance imaging (MRI). The image super...

Apr 2018 29583134

Automatic planning of needle placement for robot-assisted percutaneous procedures.

PURPOSE: Percutaneous procedures allow interventional radiologists to perform diagnoses or treatment...

Apr 2018 29671199

Deep learning massively accelerates super-resolution localization microscopy.

The speed of super-resolution microscopy methods based on single-molecule localization, for example,...

Apr 2018 29658943

Mass detection in digital breast tomosynthesis data using convolutional neural networks and multiple instance learning.

Digital breast tomosynthesis (DBT) was developed in the field of breast cancer screening as a new to...

Apr 2018 29665537

Development and application of artificial neural network models to estimate values of a complex human thermal comfort index associated with urban heat and cool island patterns using air temperature data from a standard meteorological station.

The present study deals with the development and application of artificial neural network models (AN...

Apr 2018 29644432

Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology.

Artificial intelligence (AI) is rapidly moving from an experimental phase to an implementation phase...

Apr 2018 29655580

Coronary CT Angiography-derived Fractional Flow Reserve: Machine Learning Algorithm versus Computational Fluid Dynamics Modeling.

Purpose To compare two technical approaches for determination of coronary computed tomography (CT) a...

Apr 2018 29634438

Automated detection of focal cortical dysplasia type II with surface-based magnetic resonance imaging postprocessing and machine learning.

OBJECTIVE: Focal cortical dysplasia (FCD) is a major pathology in patients undergoing surgical resec...

Apr 2018 29637549

Browse Categories