Radiology

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

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Deep Learning Using Multiple Degrees of Maximum-Intensity Projection for PET/CT Image Classification in Breast Cancer.

Deep learning (DL) has become a remarkably powerful tool for image processing recently. However, the...

Jan 2022 35076612
The concept of the invisible radiologist in the era of artificial intelligence.

The radiologists were traditionally working in the background. What upgraded them as physicians duri...

Jan 2022 35000823
Real-Time Ultrasound Doppler Tracking and Autonomous Navigation of a Miniature Helical Robot for Accelerating Thrombolysis in Dynamic Blood Flow.

Untethered small-scale robots offer great promise for medical applications in complex biological env...

Jan 2022 34985859
Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model.

With the advancement in technology, machine learning can be applied to diagnose the mass/tumor in th...

Jan 2022 35009911
Updates in Artificial Intelligence for Breast Imaging.

Artificial intelligence (AI) for breast imaging has rapidly moved from the experimental to implement...

Dec 2021 35523530
Saliency map-guided hierarchical dense feature aggregation framework for breast lesion classification using ultrasound image.

Deep learning methods, especially convolutional neural networks, have advanced the breast lesion cla...

Dec 2021 35033757
Deep learning-based whole-heart segmentation in 4D contrast-enhanced cardiac CT.

Automatic cardiac chamber and left ventricular (LV) myocardium segmentation over the cardiac cycle s...

Dec 2021 35026571
Global-Local Transformer for Brain Age Estimation.

Deep learning can provide rapid brain age estimation based on brain magnetic resonance imaging (MRI)...

Dec 2021 34460370
Social Asymmetry, Artificial Intelligence and the Medical Imaging Landscape.

Social and health care equity and justice should be prioritized by the mantra of medicine, first do ...

Dec 2021 34972549
Evaluation on the generalization of a learned convolutional neural network for MRI reconstruction.

Recently, deep learning approaches with various network architectures have drawn significant attenti...

Dec 2021 34968699
A Rapid Artificial Intelligence-Based Computer-Aided Diagnosis System for COVID-19 Classification from CT Images.

The excessive number of COVID-19 cases reported worldwide so far, supplemented by a high rate of fal...

Dec 2021 34966463
Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network.

Task-based and resting-state represent the two most common experimental paradigms of functional neur...

Dec 2021 34965456
Development of a radiomics and machine learning model for predicting occult cervical lymph node metastasis in patients with tongue cancer.

OBJECTIVE: We aimed to develop a predictive model for occult cervical lymph node metastasis in patie...

Dec 2021 35431177
Using Machine Learning to Identify Intravenous Contrast Phases on Computed Tomography.

PURPOSE: The purpose of the present work is to demonstrate the application of machine learning (ML) ...

Dec 2021 34979295
A machine learning-based clinical decision support algorithm for reducing unnecessary coronary angiograms.

BACKGROUND: Conventional clinical risk scores and diagnostic algorithms are proving to be suboptimal...

Dec 2021 35265932
A review on deep learning MRI reconstruction without fully sampled k-space.

BACKGROUND: Magnetic resonance imaging (MRI) is an effective auxiliary diagnostic method in clinical...

Dec 2021 34952572
Prediction of coronary heart disease based on combined reinforcement multitask progressive time-series networks.

Coronary heart disease is the first killer of human health. At present, the most widely used approac...

Dec 2021 34954350
A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images.

OBJECTIVE: Rheumatoid arthritis (RA) is a chronic disease characterized by erosive symmetrical polya...

Dec 2021 34968861
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