AIMC Topic: Coronary Vessels
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A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion.
Scientific reports
Dec 27, 2023
Patients with acute coronary syndromes caused by plaque erosion might be managed conservatively without stenting. Currently, the diagnosis of plaque erosion requires an invasive imaging procedure. We sought to develop a deep learning (DL) model that ...
Robot-Assisted Minimally Invasive Multivessel Coronary Bypass Guided by Computerized Tomography.
Innovations (Philadelphia, Pa.)
Dec 19, 2023
OBJECTIVE: Robot-assisted minimally invasive coronary bypass surgery is one of the least invasive approaches that offers multivessel revascularization and accelerated recovery. We investigated the benefits of computed tomography angiography (CTA) gui...
A deep learning-based automated algorithm for labeling coronary arteries in computed tomography angiography images.
BMC medical informatics and decision making
Nov 6, 2023
OBJECTIVE: Using two three-dimensional U-Net architectures for myocardium structure extraction and a distance transformation algorithm specifically for the left circumflex artery, we have designed a fully automated algorithm for coronary artery label...
Super-resolution deep learning reconstruction at coronary computed tomography angiography to evaluate the coronary arteries and in-stent lumen: an initial experience.
BMC medical imaging
Oct 30, 2023
A super-resolution deep learning reconstruction (SR-DLR) algorithm trained using data acquired on the ultrahigh spatial resolution computed tomography (UHRCT) has the potential to provide better image quality of coronary arteries on the whole-heart, ...
A multi-stage neural network approach for coronary 3D reconstruction from uncalibrated X-ray angiography images.
Scientific reports
Oct 16, 2023
We present a multi-stage neural network approach for 3D reconstruction of coronary artery trees from uncalibrated 2D X-ray angiography images. This method uses several binarized images from different angles to reconstruct a 3D coronary tree without a...
AngioScore: An artificial intelligence tool to assess coronary artery lesions.
Cardiology journal
Oct 12, 2023
Enhancing percutaneous coronary intervention with heuristic path planning and deep-learning-based vascular segmentation.
Computers in biology and medicine
Oct 4, 2023
Percutaneous coronary intervention (PCI) is a minimally invasive technique for treating vascular diseases. PCI requires precise and real-time visualization and guidance to ensure surgical safety and efficiency. Existing mainstream guiding methods rel...
Artificial intelligence for coronary artery calcium scoring: A new trick for an old dog?
European journal of radiology
Jul 10, 2023
Novel deep learning method for coronary artery tortuosity detection through coronary angiography.
Scientific reports
Jul 10, 2023
Coronary artery tortuosity is usually an undetected condition in patients undergoing coronary angiography. This condition requires a longer examination by the specialist to be detected. Yet, detailed knowledge of the morphology of coronary arteries i...
Stenosis Detection and Quantification of Coronary Artery Using Machine Learning and Deep Learning.
Angiology
Jul 3, 2023
The aim of this review is to introduce some applications of artificial intelligence (AI) algorithms for the detection and quantification of coronary stenosis using computed tomography angiography (CTA). The realization of automatic/semi-automatic ste...
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