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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 6742-6762 of 14,497 articles

Analysis of Cardiac Ultrasound Images of Critically Ill Patients Using Deep Learning.

Cardiovascular disease remains a substantial cause of morbidity and mortality in the developed world...

Oct 2021 34745504

Radiomics in breast MRI: current progress toward clinical application in the era of artificial intelligence.

Breast magnetic resonance imaging (MRI) is the most sensitive imaging modality for breast cancer dia...

Oct 2021 34704213

An Open Medical Platform to Share Source Code and Various Pre-Trained Weights for Models to Use in Deep Learning Research.

Deep learning-based applications have great potential to enhance the quality of medical services. Th...

Oct 2021 34719891

Real-time 3D motion estimation from undersampled MRI using multi-resolution neural networks.

PURPOSE: To enable real-time adaptive magnetic resonance imaging-guided radiotherapy (MRIgRT) by obt...

Oct 2021 34525223

Biologically inspired micro-robotic swimmers remotely controlled by ultrasound waves.

We 3D print micro-robotic swimmers with the size of animal cells using a Nanoscribe. The micro-swimm...

Oct 2021 34549766

Automated Machine-Learning Framework Integrating Histopathological and Radiological Information for Predicting IDH1 Mutation Status in Glioma.

Diffuse gliomas are the most common malignant primary brain tumors. Identification of isocitrate deh...

Oct 2021 36303770

A Generalized Approach for Automatic 3-D Geometry Assessment of Blood Vessels in Transverse Ultrasound Images Using Convolutional Neural Networks.

Accurate 3-D geometries of arteries and veins are important clinical data for diagnosis of arterial ...

Oct 2021 34143734

Faster super-resolution ultrasound imaging with a deep learning model for tissue decluttering and contrast agent localization.

Super-resolution ultrasound (SR-US) imaging allows visualization of microvascular structures as smal...

Oct 2021 34644679

OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany.

Mathematical models in epidemiology are an indispensable tool to determine the dynamics and importan...

Oct 2021 34695111

Magnetic Resonance Image Feature Analysis under Deep Learning in Diagnosis of Neurological Rehabilitation in Patients with Cerebrovascular Diseases.

To explore the impact of magnetic resonance imaging (MRI) image features based on deep learning algo...

Oct 2021 34785991

Application of Deep Learning Models for Automated Identification of Parkinson's Disease: A Review (2011-2021).

Parkinson's disease (PD) is the second most common neurodegenerative disorder affecting over 6 milli...

Oct 2021 34770340

A parallel attention-augmented bilinear network for early magnetic resonance imaging-based diagnosis of Alzheimer's disease.

Structural magnetic resonance imaging (sMRI) can capture the spatial patterns of brain atrophy in Al...

Oct 2021 34676625

AI Integration in the Clinical Workflow.

Machine learning and artificial intelligence (AI) algorithms hold significant promise for addressing...

Oct 2021 34686923

Deep Learning-Based Magnetic Resonance Imaging Features in Diagnosis of Perianal Abscess and Fistula Formation.

There was an investigation of the diagnostic and prognostic effect of magnetic resonance imaging (MR...

Oct 2021 34776805

Diagnostic AI Modeling and Pseudo Time Series Profiling of AD and PD Based on Individualized Serum Proteome Data.

Parkinson's disease (PD), Alzheimer's disease (AD) are common neurodegenerative disease, while mild...

Oct 2021 36303784

A muggles guide to deep learning wizardry.

OBJECTIVES: Growing interest in the applications of artificial intelligence (AI) and, in particular,...

Oct 2021 34688551

Comparing deep learning-based automatic segmentation of breast masses to expert interobserver variability in ultrasound imaging.

Deep learning is a powerful tool that became practical in 2008, harnessing the power of Graphic Proc...

Oct 2021 34715553

GACDN: generative adversarial feature completion and diagnosis network for COVID-19.

BACKGROUND: The outbreak of coronavirus disease 2019 (COVID-19) causes tens of million infection wor...

Oct 2021 34674660

Prediction of dMRI signals with neural architecture search.

BACKGROUND: There is growing interest in the neuroscience community in estimating and mapping micros...

Oct 2021 34687797

Radiomic machine learning for pretreatment assessment of prognostic risk factors for endometrial cancer and its effects on radiologists' decisions of deep myometrial invasion.

PURPOSE: To evaluate radiomic machine learning (ML) classifiers based on multiparametric magnetic re...

Oct 2021 34687853

Deep-learning-based synthesis of post-contrast T1-weighted MRI for tumour response assessment in neuro-oncology: a multicentre, retrospective cohort study.

BACKGROUND: Gadolinium-based contrast agents (GBCAs) are widely used to enhance tissue contrast duri...

Oct 2021 34688602