Diff-SFCT (BIBM 2023)

This repository is the official implementation of the paper Diff-SFCT: A Diffusion Model with Spatial-Frequency Cross Transformer for Medical Image Segmentation (BIBM 2023)

Dataset

ACDC

The ACDC dataset with mask annotations can be downloaded from ACDC.

Synapse

Requirements

Training

Evaluation

Citation

@inproceedings{jiang2023diff,
  title={Diff-SFCT: A Diffusion Model with Spatial-Frequency Cross Transformer for Medical Image Segmentation},
  author={Jiang, Yuxuan and Ding, Yi and Zhu, Guobin and Qin, Zhen and Pang, Minghui and Cao, Mingsheng},
  booktitle={2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages={1174--1181},
  year={2023},
  organization={IEEE}
}