Radiology

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

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Radiomics, deep learning and early diagnosis in oncology.

Medical imaging, including X-ray, computed tomography (CT), and magnetic resonance imaging (MRI), pl...

Dec 2021 34874454
Fully Automatic Deep Learning in Bi-institutional Prostate Magnetic Resonance Imaging: Effects of Cohort Size and Heterogeneity.

BACKGROUND: The potential of deep learning to support radiologist prostate magnetic resonance imagin...

Dec 2021 34049336
[Robotic percutaneous coronary intervention: current evidence, practical aspects and future perspectives].

Robotic percutaneous coronary intervention (R-PCI) is an emerging technology designed to improve ope...

Dec 2021 35343486
Artificial intelligence in musculoskeletal conditions.

Artificial intelligence (AI) is an iterative process by which information is captured, transformed i...

Nov 2021 34856771
New Method for Surgical Diagnostics - a Robotic Telemedical Approach.

Apart from the tremendous increase in the demand for telemedicine during the COVID-19 pandemic, the ...

Nov 2021 34816418
Fully Automated Gross Tumor Volume Delineation From PET in Head and Neck Cancer Using Deep Learning Algorithms.

PURPOSE: The availability of automated, accurate, and robust gross tumor volume (GTV) segmentation a...

Nov 2021 34238799
A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm.

PURPOSE: This study aimed to investigate whether a deep learning model for automated detection of un...

Nov 2021 34672139
Clinical Artificial Intelligence Applications: Breast Imaging.

This article gives a brief overview of the development of artificial intelligence in clinical breast...

Nov 2021 34689871
Artificial Intelligence for Quality Improvement in Radiology.

Artificial intelligence (AI) and informatics promise to improve the quality and efficiency of diagno...

Nov 2021 34689873
Separating Hope from Hype: Artificial Intelligence Pitfalls and Challenges in Radiology.

Although recent scientific studies suggest that artificial intelligence (AI) could provide value in ...

Nov 2021 34689874
Basic Artificial Intelligence Techniques: Natural Language Processing of Radiology Reports.

Natural language processing (NLP) is a subfield of computer science and linguistics that can be appl...

Nov 2021 34689877
Upstream Machine Learning in Radiology.

Machine learning (ML) and Artificial intelligence (AI) has the potential to dramatically improve rad...

Nov 2021 34689881
[Retinal Imaging as Potential Biomarkers for Dementia].

Alzheimer's disease (AD) is a leading cause of dementia, and the current diagnostic methods of AD, s...

Nov 2021 34759057
Relationship of age, atherosclerosis and angiographic stenosis using artificial intelligence.

OBJECTIVE: The study evaluates the relationship of coronary stenosis, atherosclerotic plaque charact...

Nov 2021 34785589
Model reduction in acoustic inversion by artificial neural network.

In ultrasound tomography, the speed of sound inside an object is estimated based on acoustic measure...

Nov 2021 34852627
Deep-learning-based MRI in the diagnosis of cerebral infarction and its correlation with the neutrophil to lymphocyte ratio.

BACKGROUND: Dizziness is a common symptom in clinic, but there lacks an effective treatment method. ...

Nov 2021 34872263
Deep Learning on SDF for Classifying Brain Biomarkers.

Biomarkers are one of the primary medical signs to facilitate the early detection of Alzheimer's dis...

Nov 2021 34891469
Data-Limited Deep Learning Methods for Mild Cognitive Impairment Classification in Alzheimer's Disease Patients.

Mild Cognitive Impairment (MCI) is the stage between the declining of normal brain function and the ...

Nov 2021 34891795
Input Agnostic Deep Learning for Alzheimer's Disease Classification Using Multimodal MRI Images.

Alzheimer's disease (AD) is a progressive brain disorder that causes memory and functional impairmen...

Nov 2021 34891847
Towards Fast Region Adaptive Ultrasound Beamformer for Plane Wave Imaging Using Convolutional Neural Networks.

Automatic learning algorithms for improving the image quality of diagnostic B-mode ultrasound (US) i...

Nov 2021 34891854
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