Radiology

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

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Enhanced Guidance for Endovascular Robotics.

Increasing interest surrounds the use of robotic and computer technologies for precise endovascular ...

Jul 2024 40039148
3D probe localization from 2D ultrasound images using an RFF-enhanced deep neural network.

Peripheral nerve blocking (PNB) via ultrasound (US) imaging offers the advantages of non-invasivenes...

Jul 2024 40039234
A comparison between Deep Learning architectures for the assessment of breast tumor segmentation using VSI ultrasound protocol.

Automatic breast tumor ultrasound segmentation is one of the most critical components in the develop...

Jul 2024 40039274
PET Myocardial Flow Reserve Estimation from 4D-Coronary-CT using Deep Neural Network.

The myocardial flow reserve (MFR) index proves to be a highly effective means of assessing the sever...

Jul 2024 40039304
Leveraging Deep Learning Model for Computer Vision-Based Brain Tumor Classification in 3D MRI Brain Images.

This study uses computer vision techniques to combine EfficientNet-3D and 3D Residual neural network...

Jul 2024 40039474
Monitoring of Lung Ultrasound Acquisition using Infrared Sensors and Artificial Intelligence.

Lung diseases contribute significantly to global mortality rates. The conventional diagnostic techni...

Jul 2024 40039542
Physics-Driven Deep Learning Reconstruction of Frequency-Modulated Rabi-Encoded Echoes for Faster Accessible MRI.

Magnetic resonance imaging (MRI) is a powerful imaging modality with exceptional soft tissue contras...

Jul 2024 40039561
3D Multi-feature fusion convolutional network for Alzheimer's disease diagnosis.

The cognitive decline caused by Alzheimer's disease (AD) is closely related to the structural change...

Jul 2024 40039602
Unsupervised Anomaly Detection by Learning Elastic Transformations Within an Autoencoder Approach.

Machine learning has approached magnetic resonance image (MRI) analysis using multiple techniques, i...

Jul 2024 40039758
Embedded Force Sensor with Deep Transformation Calibration for Interventional Soft Robots.

A calibration method for gelatin-graphite-based soft sensors is proposed. This approach uses convolu...

Jul 2024 40039800
Weakly Supervised Breast Ultrasound Image Segmentation Based on Image Selection.

Automatic segmentation in Breast Ultrasound (BUS) imaging is vital to BUS computer-aided diagnostic ...

Jul 2024 40039861
The Recurrent U-Net for Needle Segmentation in Ultrasound Image-Guided Surgery.

In minimally invasive surgery, poor needle visualization under ultrasound has been one of the challe...

Jul 2024 40039871
3D Image Reconstruction Using Force-Controlled Robot-Assisted Ultrasound Scanning.

Ultrasound (US) is a valuable tool for imaging anatomical structures and tissue characteristics due ...

Jul 2024 40039920
Mandarin Speech Reconstruction from Tongue Motion Ultrasound Images based on Generative Adversarial Networks.

Speech impairment resulting from laryngectomy causes severe physiological and psychological distress...

Jul 2024 40039953
ANTs, BET, or…neither? An exploration of brain masking and machine learning tools applied to magnetic resonance elastography.

Magnetic resonance elastography is a quantitative MRI modality that can aid in diagnosis of disease ...

Jul 2024 40039962
Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers.

Generative approaches for cross-modality transformation have recently gained significant attention i...

Jul 2024 40039975
The pseudo-siamese framework combines Transformer and CNN for medical image generation.

Multi-phase medical imaging can provide significant improvement in disease multi-modal diagnosis. Ho...

Jul 2024 40040063
SimICL: A Simple Visual In-context Learning Framework for Ultrasound Segmentation.

Conventional deep learning models deal with images one-by-one, requiring costly and time-consuming e...

Jul 2024 40040071
Residual Neural Networks for the Prediction of the Regularization Parameters in PET Reconstruction.

Positron Emission Tomography (PET) is a medical imaging modality relying on numerical methods that i...

Jul 2024 40040188
Classification of Carotid Plaque with Jellyfish Sign Through Convolutional and Recurrent Neural Networks Utilizing Plaque Surface Edges.

In carotid arteries, plaque can develop as localized elevated lesions. The Jellyfish sign, marked by...

Jul 2024 40040199
Acute Stress Disorder Detection using Machine Learning based on resting-state fMRI.

Early diagnosis of Acute Stress Disorder (ASD) is important, given its potential progression to post...

Jul 2024 40040221
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