Radiology

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

14,552 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 7813-7833 of 14,552 articles
Deep-Learning F-FDG Uptake Classification Enables Total Metabolic Tumor Volume Estimation in Diffuse Large B-Cell Lymphoma.

Total metabolic tumor volume (TMTV), calculated from F-FDG PET/CT baseline studies, is a prognostic ...

Jun 2020 32532925
Self-co-attention neural network for anatomy segmentation in whole breast ultrasound.

The automated whole breast ultrasound (AWBUS) is a new breast imaging technique that can depict the ...

Jun 2020 32574986
Toward automatic C-arm positioning for standard projections in orthopedic surgery.

PURPOSE: Guidance and quality control in orthopedic surgery increasingly rely on intra-operative flu...

Jun 2020 32533315
Subsampled brain MRI reconstruction by generative adversarial neural networks.

A main challenge in magnetic resonance imaging (MRI) is speeding up scan time. Beyond improving pati...

Jun 2020 32593933
Artificial Intelligence and Echocardiography: A Primer for Cardiac Sonographers.

Artificial intelligence (AI) is emerging as a key component in diagnostic medical imaging, including...

Jun 2020 32536431
Deep learning analysis using FDG-PET to predict treatment outcome in patients with oral cavity squamous cell carcinoma.

OBJECTIVE: To assess the utility of deep learning analysis using F-fluorodeoxyglucose (FDG) uptake b...

Jun 2020 32524219
[Potential for improvement by new resection and imaging techniques in TUR-B].

Transurethral resection of bladder tumors (TURB) is the cornerstone in urological care of bladder ca...

Jun 2020 32521550
Artificial intelligence for breast cancer detection in mammography and digital breast tomosynthesis: State of the art.

Screening for breast cancer with mammography has been introduced in various countries over the last ...

Jun 2020 32531273
DeepNerve: A New Convolutional Neural Network for the Localization and Segmentation of the Median Nerve in Ultrasound Image Sequences.

Carpal tunnel syndrome commonly occurs in individuals working in occupations that involve use of vib...

Jun 2020 32527593
Development of an annelid-like peristaltic crawling soft robot using dielectric elastomer actuators.

The annelid, which consists of several identical segments, exploits its soft structures to move effe...

Jun 2020 32311691
Artificial intelligence for interpretation of segments of whole body MRI in CNO: pilot study comparing radiologists versus machine learning algorithm.

BACKGROUND: To initiate the development of a machine learning algorithm capable of comparing segment...

Jun 2020 32517764
Accidental Magnetic Resonance Imaging Activation of Carbon Dioxide Tissue Expanders.

Implant-based reconstruction is the most common form of breast reconstruction following mastectomy. ...

Jun 2020 33791647
MRI Segmentation and Classification of Human Brain Using Deep Learning for Diagnosis of Alzheimer's Disease: A Survey.

Many neurological diseases and delineating pathological regions have been analyzed, and the anatomic...

Jun 2020 32517304
Automated detection and delineation of hepatocellular carcinoma on multiphasic contrast-enhanced MRI using deep learning.

PURPOSE: Liver Imaging Reporting and Data System (LI-RADS) uses multiphasic contrast-enhanced imagin...

Jun 2020 32500237
Application of Deep Learning to Predict Standardized Uptake Value Ratio and Amyloid Status on F-Florbetapir PET Using ADNI Data.

BACKGROUND AND PURPOSE: Cortical amyloid quantification on PET by using the standardized uptake valu...

Jun 2020 32499247
An Efficient Combination among sMRI, CSF, Cognitive Score, and 4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine.

Alzheimer's disease (AD) is the most common cause of dementia and a progressive neurodegenerative co...

Jun 2020 32565773
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning.

Diffusion tensor magnetic resonance imaging (DTI) is unsurpassed in its ability to map tissue micros...

Jun 2020 32504817
Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI.

In this paper, we present an evaluation of four encoder-decoder CNNs in the segmentation of the pros...

Jun 2020 32503330
Hippocampus segmentation on noncontrast CT using deep learning.

PURPOSE: Accurate segmentation of the hippocampus for hippocampal avoidance whole-brain radiotherapy...

Jun 2020 32065401
Machine learning paradigm for dynamic contrast-enhanced MRI evaluation of expanding bladder.

Delineation of the bladder under a dynamic contrast enhanced (DCE)-MRI protocol requires robust segm...

Jun 2020 32472756
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging.

Subtle changes in white matter (WM) microstructure have been associated with normal aging and neurod...

May 2020 32492510
Browse Categories