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Carotid Artery Segmentation using Center point Annotation

Overview

fig1

Dataset

We used CosMos 2022 Challenge Dataset

please download the dataset through this

Train dataset: https://zenodo.org/record/6481870#.Y7aqaXZBzdk

Test dataset: https://zenodo.org/record/6843257#.Y7aqSHZBzdk

How to use

  1. Download the data set from the link above and preprocess the dataset

  2. Extract the center point from the given label

  3. Make a learning plan using Totalloss at loss.py.

Train

python main.py --mode total --model Unet3D --fold 0 

Pretrained Model

model weight: google drive

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