Radiology

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

14,497 articles
Stay Ahead - Weekly Radiology research updates
Subscribe
Browse Categories
Showing 6721-6741 of 14,497 articles
Evaluating the presence of deregulated tumoral onco-microRNAs in serum-derived exosomes of gastric cancer patients as noninvasive diagnostic biomarkers.

Exosomal microRNAs (miRNAs) are emerging diagnostic biomarkers for different types of cancers. We a...

Nov 2021 35411299
Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development.

The nuclear medicine field has seen a rapid expansion of academic and commercial interest in develop...

Nov 2021 34740952
Optical coherence tomography (OCT) angiolytics: a review of OCT angiography quantitative biomarkers.

Optical coherence tomography angiography (OCTA) provides a non-invasive method to obtain angiography...

Nov 2021 34748794
A priori prediction of local failure in brain metastasis after hypo-fractionated stereotactic radiotherapy using quantitative MRI and machine learning.

This study investigated the effectiveness of pre-treatment quantitative MRI and clinical features al...

Nov 2021 34732781
COVID-19 Case Recognition from Chest CT Images by Deep Learning, Entropy-Controlled Firefly Optimization, and Parallel Feature Fusion.

In healthcare, a multitude of data is collected from medical sensors and devices, such as X-ray mach...

Nov 2021 34770595
Cascaded deep learning-based auto-segmentation for head and neck cancer patients: Organs at risk on T2-weighted magnetic resonance imaging.

PURPOSE: To investigate multiple deep learning methods for automated segmentation (auto-segmentation...

Nov 2021 34676555
Study the Effect of the Risk Factors in the Estimation of the Breast Cancer Risk Score Using Machine Learning.

OBJECTIVE: Early prediction of breast cancer is one of the most essential fields of medicine. Many s...

Nov 2021 34837911
Recycling diagnostic MRI for empowering brain morphometric research - Critical & practical assessment on learning-based image super-resolution.

Preliminary studies have shown the feasibility of deep learning (DL)-based super-resolution (SR) tec...

Oct 2021 34732323
A nested parallel multiscale convolution for cerebrovascular segmentation.

PURPOSE: Cerebrovascular segmentation in magnetic resonance imaging (MRI) plays an important role in...

Oct 2021 34719042
3D hemisphere-based convolutional neural network for whole-brain MRI segmentation.

Whole-brain segmentation is a crucial pre-processing step for many neuroimaging analyses pipelines. ...

Oct 2021 34839147
What will we ask to artificial intelligence for cardiovascular medicine in the next decade?

Artificial intelligence (AI) comprises a wide range of technologies and methods with heterogeneous d...

Oct 2021 34713677
Self-paced learning and privileged information based KRR classification algorithm for diagnosis of Parkinson's disease.

Computer aided diagnosis (CAD) methods for Parkinson's disease (PD) can assist clinicians in diagnos...

Oct 2021 34757107
A deep learning model for burn depth classification using ultrasound imaging.

Identification of burn depth with sufficient accuracy is a challenging problem. This paper presents ...

Oct 2021 34781225
Deep learning-based thoracic CBCT correction with histogram matching.

Kilovoltage cone-beam computed tomography (CBCT)-based image-guided radiation therapy (IGRT) is used...

Oct 2021 34654011
Deep learning-based thin-section MRI reconstruction improves tumour detection and delineation in pre- and post-treatment pituitary adenoma.

Even a tiny functioning pituitary adenoma could cause symptoms; hence, accurate diagnosis and treatm...

Oct 2021 34716372
Segmentation of vestibular schwannoma from MRI, an open annotated dataset and baseline algorithm.

Automatic segmentation of vestibular schwannomas (VS) from magnetic resonance imaging (MRI) could si...

Oct 2021 34711849
Deep Learning for Ultrasound Beamforming in Flexible Array Transducer.

Ultrasound imaging has been developed for image-guided radiotherapy for tumor tracking, and the flex...

Oct 2021 34101588
Browse Categories