Radiology

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

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Emerging role of artificial intelligence in nuclear medicine.

The role of artificial intelligence is increasing in all branches of medicine. The emerging role of ...

Jun 2021 33660696
Deep Learning-Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies.

PURPOSE: The aims of this study were to train and evaluate deep learning models for automated segmen...

Jun 2021 33930003
INTERMEDIATE AND DEEP CAPILLARY PLEXUSES IN MACHINE LEARNING SEGMENTATION OF HIGH-RESOLUTION OPTICAL COHERENCE TOMOGRAPHY IMAGING.

PURPOSE: To describe imaging produced by machine learning-based segmentation of high-resolution opti...

Jun 2021 34001833
Macular Ischemia Quantification Using Deep-Learning Denoised Optical Coherence Tomography Angiography in Branch Retinal Vein Occlusion.

PURPOSE: To examine whether deep-learning denoised optical coherence tomography angiography (OCTA) i...

Jun 2021 34137837
Challenges in Building of Deep Learning Models for Glioblastoma Segmentation: Evidence from Clinical Data.

In this article, we compare the performance of a state-of-the-art segmentation network (UNet) on two...

May 2021 34042753
Rib fracture detection in computed tomography images using deep convolutional neural networks.

To evaluate the rib fracture detection performance in computed tomography (CT) images using a softwa...

May 2021 34011107
Latest Developments in Robotic Percutaneous Coronary Intervention.

Interventional cardiovascular medicine has seen constant progress over the last few decades. Since t...

May 2021 34081770
Training and validation of a deep learning architecture for the automatic analysis of coronary angiography.

BACKGROUND: In recent years, the use of deep learning has become more commonplace in the biomedical ...

May 2021 32830647
Magnetic resonance imaging-based artificial intelligence model in rectal cancer.

Rectal magnetic resonance imaging (MRI) is the preferred method for the diagnosis of rectal cancer a...

May 2021 34025068
[A preliminary investigation on a deep learning convolutional neural networks based pulmonary tuberculosis CT diagnostic model].

To evaluate the clinical value of a pulmonary tuberculosis CT diagnostic model based on deep learni...

May 2021 34865365
A Prognostic Predictive System Based on Deep Learning for Locoregionally Advanced Nasopharyngeal Carcinoma.

BACKGROUND: Images from magnetic resonance imaging (MRI) are crucial unstructured data for prognosti...

May 2021 32970812
Imaging Biomarkers of 1-Year Activity in Type 1 Macular Neovascularization.

PURPOSE: The purpose of this study was to evaluate the predictive value of optical coherence tomogra...

May 2021 34111264
Diagnostic Confidence and Feasibility of a Deep Learning Accelerated HASTE Sequence of the Abdomen in a Single Breath-Hold.

OBJECTIVE: The aim of this study was to evaluate the feasibility of a single breath-hold fast half-F...

May 2021 33208596
Model Experimental Study of Man-Machine Interactive Robot-Assisted Craniotomy.

To evaluate the feasibility, safety, and accuracy of the new man-machine interactive robotic system ...

May 2021 33278250
Potential Role of Artificial Intelligence in Cardiac Magnetic Resonance Imaging: Can It Help Clinicians in Making a Diagnosis?

In the era of modern medicine, artificial intelligence (AI) is a growing field of interest which is ...

May 2021 33769416
Segmentation of the Prostate Transition Zone and Peripheral Zone on MR Images with Deep Learning.

Purpose To develop a deep learning model to delineate the transition zone (TZ) and peripheral zone (...

May 2021 33929265
[Concepts of medical imaging in the work up and follow-up of cancer : oncological imaging at a glance].

Oncological imaging is a subspecialty of medical imaging and focuses on the workup and the follow-up...

May 2021 34080361
Deep learning applied to lung ultrasound videos for scoring COVID-19 patients: A multicenter study.

In the current pandemic, lung ultrasound (LUS) played a useful role in evaluating patients affected ...

May 2021 34241100
Deep Learning in Kidney Ultrasound: Overview, Frontiers, and Challenges.

Ultrasonography is a practical imaging technique used in numerous health care settings. It is relati...

May 2021 34906311
Supervised Multidimensional Scaling and its Application in MRI-Based Individual Age Predictions.

It has been a popular trend to decode individuals' demographic and cognitive variables based on MRI....

Apr 2021 32676970
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