These are the textual inversion adaptation weights for stabilityai/stable-diffusion-2-1-base representing the nevus lipomatosus superficialis disease concept.

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

Project Resources

Paper: MICCAI 2026 Paper Link
GitHub Repository: hectorcarrion/ControllableGenDDI
Dataset: hcarrion/ControllableGenDDI Dataset

Citation

If you find this model useful in your research, please cite:

bibtex

@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}
}

hcarrion/nevus_lipomatosus_superficialis

cgDDI: Nevus Lipomatosus Superficialis Textual Inversion

Project Resources

Citation

hcarrion/
nevus_lipomatosus_superficialis