Radiology

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

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Brain views that benefit from three-dimensional ultrasound.

PURPOSE OF REVIEW: Fetal central nervous system malformations are among the most common congenital a...

Apr 2021 33399387
Deep learning for brain disorders: from data processing to disease treatment.

In order to reach precision medicine and improve patients' quality of life, machine learning is incr...

Mar 2021 33316030
Endoscopy-assisted magnetic navigation of biohybrid soft microrobots with rapid endoluminal delivery and imaging.

High-precision delivery of microrobots at the whole-body scale is of considerable importance for eff...

Mar 2021 34043547
Swarming behavior and in vivo monitoring of enzymatic nanomotors within the bladder.

Enzyme-powered nanomotors are an exciting technology for biomedical applications due to their abilit...

Mar 2021 34043548
PET/CT for Brain Amyloid: A Feasibility Study for Scan Time Reduction by Deep Learning.

PURPOSE: This study was to develop a convolutional neural network (CNN) model with a residual learni...

Mar 2021 33512838
Fourier and Laplace-like low-field NMR spectroscopy: The perspectives of multivariate and artificial neural networks analyses.

Low field Nuclear Magnetic Resonance (LF-NMR) is a rich source of information for a wide range of sa...

Mar 2021 33648679
Artificial intelligence in precision medicine in hepatology.

The advancement of investigation tools and electronic health records (EHR) enables a paradigm shift ...

Mar 2021 33709606
Opening the black box of AI-Medicine.

One of the biggest challenges of utilizing artificial intelligence (AI) in medicine is that physicia...

Mar 2021 33709609
Soft magnetic skin for super-resolution tactile sensing with force self-decoupling.

Human skin can sense subtle changes of both normal and shear forces (i.e., self-decoupled) and perce...

Feb 2021 34043530
[Application of deep learning-based chest CT auxiliary diagnosis system in emergency trauma patients].

To investigate the diagnostic efficacy and potential application value of deep learning-based chest...

Feb 2021 33631892
A Deep Learning Model for the Accurate and Reliable Classification of Disc Degeneration Based on MRI Data.

OBJECTIVES: Although magnetic resonance imaging-based formalized grading schemes for intervertebral ...

Feb 2021 32694451
[Progress in cardiac imaging: from echocardiography to multimodality imaging].

In the last few decades, echocardiography has represented one of the technological fields with the f...

Feb 2021 33470223
Challenges of developing artificial intelligence-assisted tools for clinical medicine.

Machine learning, a subset of artificial intelligence (AI), is a set of computational tools that can...

Feb 2021 33624889
Unenhanced CT texture analysis with machine learning for differentiating between nasopharyngeal cancer and nasopharyngeal malignant lymphoma.

Differentiating between nasopharyngeal cancer and nasopharyngeal malignant lymphoma (ML) remains cha...

Feb 2021 33727745
Prediction of impacts on liver enzymes from the exposure of low-dose medical radiations through artificial intelligence algorithms.

OBJECTIVES: This study aimed to develop artificial intelligence and machine learning-based models to...

Feb 2021 34406249
Automatic quality assessment for 2D fetal sonographic standard plane based on multitask learning.

The quality control of fetal sonographic (FS) images is essential for the correct biometric measurem...

Jan 2021 33530242
Automated Detection of Spinal Schwannomas Utilizing Deep Learning Based on Object Detection From Magnetic Resonance Imaging.

STUDY DESIGN: A retrospective analysis of magnetic resonance imaging (MRI) was conducted.

Jan 2021 33079909
Artificial intelligence in cancer diagnostics and therapy: current perspectives.

Artificial intelligence (AI) has found its way into every sphere of human life including the field o...

Jan 2021 34975094
Deep Learning: An Update for Radiologists.

Deep learning is a class of machine learning methods that has been successful in computer vision. Un...

Jan 2021 34469211
Patients' perceptions of using artificial intelligence (AI)-based technology to comprehend radiology imaging data.

Results of radiology imaging studies are not typically comprehensible to patients. With the advances...

Jan 2021 33913359
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