Radiology

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

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Classification of Seizure Termination Patterns using Deep Learning on intracranial EEG.

Seizure termination has received significantly less attention than initiation and propagation and co...

Jul 2022 36086368
Deep learning methods for lesion detection on mammography images: a comparative analysis.

Automatic lesion segmentation in mammography images assists in the diagnosis of breast cancer, which...

Jul 2022 36086472
Learning Intelligent for Effective Sonography (LIFES) Model for Rapid Diagnosis of Heart Failure in Echocardiography.

BACKGROUND: The accuracy of an artificial intelligence model based on echocardiography video data in...

Jul 2022 36156486
Beyond the Brain: MIDS Extends BIDS to Multiple Modalities and Anatomical Regions.

Brain Imaging Data Structure (BIDS) provides a valuable tool to organise brain imaging data into a c...

Jun 2022 35773820
Noninvasive Glioma Grading with Deep Learning: A Pilot Study.

Gliomas are the most common neuroepithelial brain tumors, different by various biological tissue typ...

Jun 2022 35673102
[Realization and Clinical Study of Robotic Technology in Cardiovascular Interventional Surgery].

The high incidence of cardiovascular diseases is a serious threat to human health, and endovascular ...

May 2022 35678431
Scaling AI Projects for Radiology - Causes and Consequences.

Artificial intelligence (AI) for radiology has the potential to handle an ever-increasing volume of ...

May 2022 35612007
Causal Associations Among Diseases and Imaging Findings in Radiology Reports.

This study explored the ability to identify causal relationships between diseases and imaging findin...

May 2022 35612109
Beyond the Brain: MIDS Extends BIDS to Multiple Modalities and Anatomical Regions.

Brain Imaging Data Structure (BIDS) provides a valuable tool to organise brain imaging data into a c...

May 2022 35612110
Deep Learning-Based Brain Hemorrhage Detection in CT Reports.

Radiology reports can potentially be used to detect critical cases that need immediate attention fro...

May 2022 35612228
[Recent advances in diagnosis of pulmonary nodule].

With the popularization of health screening and the widespread use of low-dose computed tomography, ...

May 2022 35359092
X-ray source design optimization using differential evolution algorithms-A case study.

Traditional x-ray sources used today for multiple applications, such as medical imaging (computed to...

May 2022 35649756
[Research on real-time detection system of catheter delivering force in vascular interventional robots].

In existing vascular interventional surgical robots, it is difficult to accurately detect the delive...

Apr 2022 35523558
Development and validation of an offline deep learning algorithm to detect vitreoretinal abnormalities on ocular ultrasound.

PURPOSE: We describe our offline deep learning algorithm (DLA) and validation of its diagnostic abil...

Apr 2022 35326003
Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study.

BACKGROUND: Atherosclerotic plaque quantification from coronary CT angiography (CCTA) enables accura...

Apr 2022 35337643
Convolutional Neural Network-Based Computer-Assisted Diagnosis of Hashimoto's Thyroiditis on Ultrasound.

PURPOSE: This study investigates the efficiency of deep learning models in the automated diagnosis o...

Mar 2022 34907442
Deep learning quantification of vascular pharmacokinetic parameters in mouse brain tumor models.

BACKGROUND: Dynamic contrast-enhanced (DCE) MRI is widely used to assess vascular perfusion and perm...

Mar 2022 35345331
3D k-space reflectance fluorescence tomography via deep learning.

We report on the potential to perform image reconstruction in 3D k-space reflectance fluorescence to...

Mar 2022 35290357
Deep learning-enabled pelvic ultrasound images for accurate diagnosis of ovarian cancer in China: a retrospective, multicentre, diagnostic study.

BACKGROUND: Ultrasound is a critical non-invasive test for preoperative diagnosis of ovarian cancer....

Mar 2022 35216752
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