Proposed VGGIN-Net for breast cancer classification on BREAKHIS:
TensorBoard.dev aggregating all training and validation metrics: https://tensorboard.dev/experiment/PSnYyZUWTBem4dLvQYNm2g/
Proposed VGGIN-Net with Fine Tuning for breast cancer classification on BREAKHIS:
TensorBoard.dev aggregating all training and validation metrics: https://tensorboard.dev/experiment/P7EkvFxPQgSWGqAPhE7w2A/
For more results and experiments comparing our proposed approach, visit GitLab repo.
If using this code, please cite our paper as:
Saini, Manisha, and Seba Susan, "VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset" in IEEE/ACM Transactions on Computational Biology and Bioinformatics (2022). doi: 10.1109/TCBB.2022.3163277
@article{vgginnet,
author={Saini, Manisha and Susan, Seba},
journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},
title={VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset},
year={2022},
volume={},
number={},
doi={10.1109/TCBB.2022.3163277}
}