Coronary Artery Segmentation

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。

Model

Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization

Gabor Image enhanced

Find the filereader file of dicom lib at your env and replace raised StopIteration to return

Computed Tomography 電腦斷層

Chambers 腔室

Atria 心房

Ventricle 心室

Artery 血管/動脈

Aorta 主動脈/大動脈

Ascending Aorta 升主動脈

LM (Left Main)

LCA (Left Coronary Aorta) 左冠狀動脈

LAD (Left Anterior Descending) 左前降支

D1 D2 (Left Diagonal Artery) 左斜支

LCx (Left Circumflex) 左迴旋支

OM (Obtuse Marginal Branch) 邊緣支

RCA (Right Coronary Aorta) 右冠狀動脈

PDA (Posterior Descending Artery) 右後降支

RMB (Right Marginal Branch) 右邊緣支

ramus intermedius 中間支

Lower threshold 260 / Upper threshold 935