hcarrion/traumatic_injury

cgDDI: Textual Inversion - Traumatic Injury

This repository contains the textual inversion adaptation weights (<traumatic_injury-class>) for stabilityai/stable-diffusion-2-1-base.

It is part of the cgDDI (Controllable Generation of Diverse Dermatological Imagery) framework presented in the paper Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification (MICCAI 2026).

• Code: GitHub Repository
• Dataset: cgDDI Dataset

Citation

If you find this work or checkpoint useful in your research, please cite:

@inproceedings{carrion2026cgddi,
  title     = {Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification},
  author    = {Carri{\'o}n, H{\'e}ctor and Norouzi, Narges},
  booktitle = {Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  year      = {2026},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science}
}