SCUT-ML-GUO/MOMAI

Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models

MOMAI

This code snippet corresponds to the method proposed in "Evaluation of Multi Accuracy Index And Multi-organ Medical Image Segmentation Models"

The directory structure of the whole project is as follows:

.
├── data
│   ├──conf
│   │   ├── Attention-UNet.csv
│   │   ├── nnUNet.csv
│   │   ├── ...
│   │   └── ...
│   ├──dice
│   │   └── ...
│   └──HD
│       └── ...
├── MOMAI.py         
└── README.md

Comments and questions are welcome!

Data Availability

BTCV 2015: https://www.synapse.org/#!Synapse:syn3193805/wiki/217789
AMOS 2022: https://amos22.grand-challenge.org/

Model Availability

Transunet: https://github.com/Beckschen/TransUNet
Swin-unet: https://github.com/HuCaoFighting/Swin-Unet
U-Net, V-Net, Attention unet, UNETR, SwinUNETR: https://github.com/Project-MONAI/research-contributions

Others

Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models (URE): https://github.com/yizhezhang2000/ure