coronary-artery

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BubblyYi /Coronary-Artery-Tracking-via-3D-CNN-Classification

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classiﬁer')

deep-learning pytorch centerline centerline-detection vessel medical-image-processing 3d-cnn 3d-classification coronary-artery centerline-extraction 3d-cnn-tracker blood-vessel

UpdatedAug 30, 2021
Python

syshin1014 /VGN

Star99

Deep Vessel Segmentation by Learning Graphical Connectivity

tensorflow cnn segmentation vessel graph-neural-network retinal coronary-artery

UpdatedOct 15, 2019
Python

Coolshanlan /Coronary-Artery-Segmentation

Star36

透過 3D Unet 將心臟的冠狀動脈(包含左冠狀動脈、有冠狀動脈、左迴旋支、左前降支、右後降支等) 分割出來，其他的後續應用及其研究是秘密歐。 Dataset 來自聯新醫院，並自己 Label 製作而成。

segmentation coronary-artery coronary-arteries

UpdatedSep 26, 2021
Jupyter Notebook

MehradAria /FFR-Estimation

Star6

Non-Invasive Fractional Flow Reserve Estimation using Deep Learning on Intermediate Left Anterior Descending Coronary Artery Lesion Angiography Images