hcarrion/squamous_cell_carcinoma

cgDDI: Squamous Cell Carcinoma Textual Inversion

This repository contains the textual inversion adaptation weights for stabilityai/stable-diffusion-2-1-base representing the squamous cell carcinoma disease concept.

It was trained as part of the framework introduced in the paper Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification.

Resources

• Paper: Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification
• GitHub Repository: hectorcarrion/ControllableGenDDI
• Dataset: hcarrion/ControllableGenDDI

Citation

If you use these weights or find this work useful, 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}
}