Organseg dags - The repository contains the codebase for multi-organ segmentation with directed acyclic graphs (DAGs) in CT.

Overview

organseg_dags

Publication

The codebase for the paper (under review):

Zefan Yang, and Yi Wang, "Graph-based Regional Feature Enhancing for Abdominal Multi-Organ Segmentation in CT."

Usage

  • Install the required packages as follows:

    • torch==1.7.1
    • numpy==1.19.2
  • Clone the repository, devise a train.py, and evaluate the model on datasets at hand.

Project looking into use of autoencoder for semi-supervised learning and comparing data requirements compared to supervised learning.

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