Radiology

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

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Deep Learning-based Automated Aortic Area and Distensibility Assessment: the Multi-Ethnic Study of Atherosclerosis (MESA).

This study details application of deep learning for automatic segmentation of the ascending and desc...

Mar 2022 35233722
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI.

Diffusion tensor magnetic resonance imaging (DTI) is a widely adopted neuroimaging method for the in...

Mar 2022 35240299
[Clinical value of alternative technologies to standard laparoscopic cholecystectomy - single port, reduced port, robotics, NOTES].

Surgical interventions should ideally treat an existing disease curatively and achieve this with a l...

Feb 2022 35226123
Advances in computed tomography-based prognostic methods for intracerebral hemorrhage.

Spontaneous intracerebral hemorrhage (ICH) has high morbidity and mortality. Computed tomography (CT...

Feb 2022 35226234
Updates in Endovascular Procedural Navigation.

There have been significant advancements in endovascular technology over the past decade. Increasing...

Feb 2022 35240249
Tomographic Ultrasound Imaging in the Diagnosis of Breast Tumors under the Guidance of Deep Learning Algorithms.

This study was aimed to discuss the feasibility of distinguishing benign and malignant breast tumors...

Feb 2022 35265119
Deep Learning-Based Diffusion-Weighted Magnetic Resonance Imaging in the Diagnosis of Ischemic Penumbra in Early Cerebral Infarction.

The prefiltered image was imported into the local higher-order singular value decomposition (HOSVD) ...

Feb 2022 35291425
A Liver Damage Prediction Using Partial Differential Segmentation with Improved Convolutional Neural Network.

BACKGROUND: The liver is one of the most significant and most essential organs in the human body. It...

Feb 2022 35265300
A novel convolutional neural network for kidney ultrasound images segmentation.

BACKGROUND AND OBJECTIVE: Ultrasound imaging has been widely used in the screening of kidney disease...

Feb 2022 35248816
Application of Improved U-Net Convolutional Neural Network for Automatic Quantification of the Foveal Avascular Zone in Diabetic Macular Ischemia.

OBJECTIVES: The foveal avascular zone (FAZ) is a biomarker for quantifying diabetic macular ischemia...

Feb 2022 35257013
The challenges facing deep learning-based catheter localization for ultrasound guided high-dose-rate prostate brachytherapy.

BACKGROUND: Automated catheter localization for ultrasound guided high-dose-rate prostate brachyther...

Feb 2022 35118676
COVID-rate: an automated framework for segmentation of COVID-19 lesions from chest CT images.

Novel Coronavirus disease (COVID-19) is a highly contagious respiratory infection that has had devas...

Feb 2022 35217712
Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks.

In radiation oncology, predicting patient risk stratification allows specialization of therapy inten...

Feb 2022 35210482
Brain Magnetic Resonance Imaging Classification Using Deep Learning Architectures with Gender and Age.

Usage of effective classification techniques on Magnetic Resonance Imaging (MRI) helps in the proper...

Feb 2022 35270913
Machine Learning-Based MRI LAVA Dynamic Enhanced Scanning for the Diagnosis of Hilar Lesions.

OBJECTIVE: To explore the value of machine learning-based magnetic resonance imaging (MRI) liver acc...

Feb 2022 35251299
Radiation Dose Reduction for 80-kVp Pediatric CT Using Deep Learning-Based Reconstruction: A Clinical and Phantom Study.

Deep learning-based reconstruction (DLR) may facilitate CT radiation dose reduction, but a paucity ...

Feb 2022 35195431
Deep Learning-Based Emergency Care Process Reengineering of Interventional Data for Patients with Emergency Time-Series Events of Myocardial Infarction.

This paper proposes a representation learning framework HE-LSTM model for heterogeneous temporal eve...

Feb 2022 35251574
[New clinical applications for low-field magnetic resonance imaging : Technical and physical aspects].

BACKGROUND: Low-field magnetic resonance imaging (MRI) is experiencing a renaissance due to technica...

Feb 2022 35191997
Deep learning for fully automatic detection, segmentation, and Gleason grade estimation of prostate cancer in multiparametric magnetic resonance images.

Although the emergence of multi-parametric magnetic resonance imaging (mpMRI) has had a profound imp...

Feb 2022 35194056
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology.

The wide availability of near infrared light sources in interventional medical imaging stacks enable...

Feb 2022 35308965
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