Generative Self-Supervised Learning for Medical Image Classification [LINK]
Inhyuk Park, Sungeun Kim, Jongbin Ryu.
(Asian Conference on Computer Vision (ACCV), 2024)
After training the generative model, generate a chest x-ray image. generative_chestxray
The pre-training instruction is in PRETRAIN.md.
The fine-tuning instruction is in FINETUNE.md.
We referenced the implementation of medical_mae
We plan to conduct further studies to develop a more powerful diffusion model, generate a larger number of high-quality images, and explore more effective self-supervised learning methods.👨🏻💻🙂