Radiology

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

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In vivo evaluation of angulated needle-guide template for MRI-guided transperineal prostate biopsy.

PURPOSE: Magnetic resonance imaging (MRI)-guided transperineal prostate biopsy has been practiced si...

Mar 2021 33651407
Improved detection of air trapping on expiratory computed tomography using deep learning.

BACKGROUND: Radiologic evidence of air trapping (AT) on expiratory computed tomography (CT) scans is...

Mar 2021 33760861
An Intuitionistic Fuzzy Clustering Approach for Detection of Abnormal Regions in Mammogram Images.

Breast cancer is one of the leading causes of mortality in the world and it occurs in high frequency...

Mar 2021 33755865
Using deep learning to predict temporomandibular joint disc perforation based on magnetic resonance imaging.

The goal of this study was to develop a deep learning-based algorithm to predict temporomandibular j...

Mar 2021 33758266
Artificial intelligence in OCT angiography.

Optical coherence tomographic angiography (OCTA) is a non-invasive imaging modality that provides th...

Mar 2021 33766775
Raising the Bar for Randomized Trials Involving Artificial Intelligence: The SPIRIT-Artificial Intelligence and CONSORT-Artificial Intelligence Guidelines.

Artificial intelligence (AI)-based applications have the potential to improve the quality and effici...

Mar 2021 33766511
Imbalanced Loss-Integrated Deep-Learning-Based Ultrasound Image Analysis for Diagnosis of Rotator-Cuff Tear.

A rotator cuff tear (RCT) is an injury in adults that causes difficulty in moving, weakness, and pai...

Mar 2021 33809972
MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers.

Brain tumor classification plays an important role in clinical diagnosis and effective treatment. In...

Mar 2021 33810176
The promise of artificial intelligence and deep learning in PET and SPECT imaging.

This review sets out to discuss the foremost applications of artificial intelligence (AI), particula...

Mar 2021 33765602
An international survey on AI in radiology in 1,041 radiologists and radiology residents part 1: fear of replacement, knowledge, and attitude.

OBJECTIVES: Radiologists' perception is likely to influence the adoption of artificial intelligence ...

Mar 2021 33744991
Brain tissues have single-voxel signatures in multi-spectral MRI.

Since the seminal works by Brodmann and contemporaries, it is well-known that different brain region...

Mar 2021 33757906
Application of deep learning as a noninvasive tool to differentiate muscle-invasive bladder cancer and non-muscle-invasive bladder cancer with CT.

OBJECTIVE: To construct a deep-learning convolution neural network (DL-CNN) system for the different...

Mar 2021 33798819
Preoperative prediction of regional lymph node metastasis of colorectal cancer based on F-FDG PET/CT and machine learning.

PURPOSE: To establish and validate a regional lymph node (LN) metastasis prediction model of colorec...

Mar 2021 33738763
Artificial intelligence for the real world of breast screening.

Breast cancer screening with mammography reduces mortality in the women who attend by detecting high...

Mar 2021 34598013
Deep learning based segmentation of brain tissue from diffusion MRI.

Segmentation of brain tissue types from diffusion MRI (dMRI) is an important task, required for quan...

Mar 2021 33737246
Highly accelerated free-breathing real-time phase contrast cardiovascular MRI via complex-difference deep learning.

PURPOSE: To develop and evaluate a real-time phase contrast (PC) MRI protocol via complex-difference...

Mar 2021 33720465
Machine learning in Magnetic Resonance Imaging: Image reconstruction.

Magnetic Resonance Imaging (MRI) plays a vital role in diagnosis, management and monitoring of many ...

Mar 2021 33721701
Performance of Deep Learning and Genitourinary Radiologists in Detection of Prostate Cancer Using 3-T Multiparametric Magnetic Resonance Imaging.

BACKGROUND: Several deep learning-based techniques have been developed for prostate cancer (PCa) det...

Mar 2021 33709532
Age estimates from brain magnetic resonance images of children younger than two years of age using deep learning.

The accuracy of brain age estimates from magnetic resonance (MR) images has improved with the advent...

Mar 2021 33716113
Quantitative PET in the 2020s: a roadmap.

Positron emission tomography (PET) plays an increasingly important role in research and clinical app...

Mar 2021 33339012
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