Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers

Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo. Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. In Joaquim Filipe, Michal Smialek, Alexander Brodsky 0001, Slimane Hammoudi, editors, Proceedings of the 25th International Conference on Enterprise Information Systems, ICEIS 2023, Volume 1, Prague, Czech Republic, April 24-26, 2023. pages 354-364, SCITEPRESS, 2023. [doi]

@inproceedings{NevesMLRTFLCBNR23,
  title = {Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers},
  author = {Leandro Alves Neves and João Manuel Cardoso Martinez and Leonardo Henrique Da Costa Longo and Guilherme Freire Roberto and Thaína Aparecida Azevedo Tosta and Paulo Rogério de Faria and Adriano M. Loyola and Sérgio V. Cardoso and Adriano Barbosa-Silva and Marcelo Zanchetta do Nascimento and Guilherme Botazzo Rozendo},
  year = {2023},
  doi = {10.5220/0011839400003467},
  url = {https://doi.org/10.5220/0011839400003467},
  researchr = {https://researchr.org/publication/NevesMLRTFLCBNR23},
  cites = {0},
  citedby = {0},
  pages = {354-364},
  booktitle = {Proceedings of the 25th International Conference on Enterprise Information Systems, ICEIS 2023, Volume 1, Prague, Czech Republic, April 24-26, 2023},
  editor = {Joaquim Filipe and Michal Smialek and Alexander Brodsky 0001 and Slimane Hammoudi},
  publisher = {SCITEPRESS},
  isbn = {978-989-758-648-4},
}