Radiology

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

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Deep Learning Subtraction Angiography: Improved Generalizability with Transfer Learning.

PURPOSE: To investigate the utility and generalizability of deep learning subtraction angiography (D...

Dec 2022 36529442
Reliability of active robotic neuro-navigated transcranial magnetic stimulation motor maps.

Transcranial magnetic stimulation (TMS) motor mapping is a safe, non-invasive method used to study c...

Dec 2022 36525072
An open-access breast lesion ultrasound image databaseā€: Applicable in artificial intelligence studies.

Breast cancer is one of the largest single contributors to the burden of disease worldwide. Early de...

Dec 2022 36535208
Attention-based deep learning for breast lesions classification on contrast enhanced spectral mammography: a multicentre study.

BACKGROUND: This study aims to develop an attention-based deep learning model for distinguishing ben...

Dec 2022 36522478
Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem.

Trustworthiness is a core tenet of medicine. The patient-physician relationship is evolving from a d...

Dec 2022 36522184
Transparency in Artificial Intelligence Research: a Systematic Review of Availability Items Related to Open Science in Radiology and Nuclear Medicine.

RATIONALE AND OBJECTIVES: Reproducibility of artificial intelligence (AI) research has become a grow...

Dec 2022 36526532
Deep Learning for Image Analysis in Kidney Care.

Analysis of medical images, such as radiological or tissue specimens, is an indispensable part of me...

Dec 2022 36723278
A comparative study between deep learning and radiomics models in grading liver tumors using hepatobiliary phase contrast-enhanced MR images.

PURPOSE: To compare a deep learning model with a radiomics model in differentiating high-grade (LR-3...

Dec 2022 36517762
Iterative Reconstruction: State-of-the-Art and Future Perspectives.

Image reconstruction processing in computed tomography (CT) has evolved tremendously since its creat...

Dec 2022 36728734
Deep learning based on carotid transverse B-mode scan videos for the diagnosis of carotid plaque: a prospective multicenter study.

OBJECTIVES: Accurate detection of carotid plaque using ultrasound (US) is essential for preventing s...

Dec 2022 36512047
Deep learning-based motion quantification from k-space for fast model-based magnetic resonance imaging motion correction.

BACKGROUND: Intra-scan rigid-body motion is a costly and ubiquitous problem in clinical magnetic res...

Dec 2022 36433748
[Validation and implementation of artificial intelligence in radiology : Quo vadis in 2022?].

BACKGROUND: The hype around artificial intelligence (AI) in radiology continues and the number of ap...

Dec 2022 36510007
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning.

PURPOSE: Attenuation correction and scatter compensation (AC/SC) are two main steps toward quantitat...

Dec 2022 36508026
Personalized dental medicine, artificial intelligence, and their relevance for dentomaxillofacial imaging.

Personalized medicine refers to the tailoring of diagnostics and therapeutics to individuals based o...

Dec 2022 36472627
X-ray CT image denoising with MINF: A modularized iterative network framework for data from multiple dose levels.

In clinical applications, multi-dose scan protocols will cause the noise levels of computed tomograp...

Dec 2022 36527781
Detecting Hydronephrosis Through Ultrasound Images Using State-of-the-Art Deep Learning Models.

The goal of this study was to assess the feasibility of three models for detecting hydronephrosis th...

Dec 2022 36509616
Fully automatic tumor segmentation of breast ultrasound images with deep learning.

BACKGROUND: Breast ultrasound (BUS) imaging is one of the most prevalent approaches for the detectio...

Dec 2022 36495018
Position estimation using neural networks in semi-monolithic PET detectors.

. The goal of this work is to experimentally compare the 3D spatial and energy resolution of a semi-...

Dec 2022 36384047
A multi-perspective information aggregation network for automated-staging detection of nasopharyngeal carcinoma.

Accurate-staging is important when planning personalized radiotherapy. However,-staging via manual s...

Dec 2022 36541557
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