Radiology

Radiology

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

14,698 articles

Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 11782-11802 of 14,698 articles

[Research progress of ophthalmic surgery robots].

Ophthalmic surgery has the characteristics of high precision, small operating range, need of microsc...

Sep 2022 36069099

Denoising using deep-learning-based reconstruction for whole-heart coronary MRA with sub-millimeter isotropic resolution at 3 T: a volunteer study.

PURPOSE The aim of this study was to assess the usefulness of denoising deep-learning-based reconstr...

Sep 2022 35997475

Natural Language Processing of Computed Tomography Reports to Label Metastatic Phenotypes With Prognostic Significance in Patients With Colorectal Cancer.

PURPOSE: Natural language processing (NLP) applied to radiology reports can help identify clinically...

Sep 2022 36103642

Key concepts, common pitfalls, and best practices in artificial intelligence and machine learning: focus on radiomics.

Artificial intelligence (AI) and machine learning (ML) are increasingly used in radiology research t...

Sep 2022 36218149

Artificial intelligence in lung cancer: Application and future thinking.

The availability of medical big data and the rapid development of computer software and hardware hav...

Aug 2022 36097766

Automatic quantification and grading of hip bone marrow oedema in ankylosing spondylitis based on deep learning.

OBJECTIVE: This study has developed a new automatic algorithm for the quantificationy and grading of...

Aug 2022 34918143

Measuring Knee Joint Laxity in Three Degrees-of-Freedom In Vivo Using a Robotics- and Image-Based Technology.

Accurate and reliable information about three-dimensional (3D) knee joint laxity can prevent misdiag...

Aug 2022 35147177

[Effect of Deep Learning-based Contrast-enhanced CT Image Reconstruction on the Image Quality of the Biliary System].

Objective To evaluate the effect of a deep learning reconstruction (DLR) method on the visibility of...

Aug 2022 36065694

Medical visual question answering via corresponding feature fusion combined with semantic attention.

Medical visual question answering (Med-VQA) aims to leverage a pre-trained artificial intelligence m...

Jul 2022 36031991

A Diabetic Retinopathy Classification Framework Based on Deep-Learning Analysis of OCT Angiography.

PURPOSE: Reliable classification of referable and vision threatening diabetic retinopathy (DR) is es...

Jul 2022 35822949

[Current Situation of Robot-assisted Cardiac Surgery:Start-up and Ingenuity for Stabilizing Results].

In Japan, the medical fee revision in April 2018 allowed insurance coverage for robot-assisted cardi...

Jul 2022 35799492

[Clinical Application of "Three-Low" Technique Combined with Artificial Intelligence Iterative Reconstruction Algorithm in Aortic CT Angiography].

OBJECTIVE: To explore the application value of the "three-low" technique (low radiation dose, low co...

Jul 2022 35871740

Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images.

Automatic lesion segmentation in breast ultrasound (BUS) images aids in the diagnosis of breast canc...

Jul 2022 36085645

Stiffness Adaptation of a Hybrid Soft Surgical Robot for Improved Safety in Interventional Surgery.

Minimally invasive instruments are inserted per-cutaneously and are steered toward the desired anato...

Jul 2022 36085721

White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning.

The aim of this work is to address the problem of White Matter Lesion (WML) segmentation employing M...

Jul 2022 36085898

nnUNet-based Multi-modality Breast MRI Segmentation and Tissue-Delineating Phantom for Robotic Tumor Surgery Planning.

Segmentation of the thoracic region and breast tissues is crucial for analyzing and diagnosing the p...

Jul 2022 36086096

Analysis of Advanced Siamese Neural Networks for Motion Tracking of Sonography of Carotid Arteries.

The Siamese Tracker (ST) for tracking objects of interest in Ultrasound (US) images does not incorpo...

Jul 2022 36086192

Automated Deep Learning-based Single-Step Diameter Estimation of Carotid Arteries in B-mode Ultrasound.

Accurate measurement of blood vessel diameter on ultrasonic images is important in many vascular exa...

Jul 2022 36086205

Transfer Learning for Automated COVID-19 B-Line Classification in Lung Ultrasound.

Lung ultrasound (LUS) as a diagnostic tool is gaining support for its role in the diagnosis and mana...

Jul 2022 36086232

Signal-Intensity Informed Multi-Coil MRI Encoding Operator for Improved Physics-Guided Deep Learning Reconstruction of Dynamic Contrast-Enhanced MRI.

Dynamic contrast enhanced (DCE) MRI acquires a series of images following the administration of a co...

Jul 2022 36086262

A deep learning method for kidney segmentation in 2D ultrasound images.

Ultrasound (US) is a medical imaging modality widely used for diagnosis, monitoring, and guidance of...

Jul 2022 36086291

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