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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 Mota Loyola; Sérgio Vitorino Cardoso; Adriano Barbosa Silva; Marcelo Zanchetta do Nascimento; Guilherme Botazzo Rozendo; International Conference on Enterprise Information Systems - ICEIS (25. 2023 Prague, Czech Republic)

Proceedings Setúbal : SciTePress, 2023

Setúbal SciTePress 2023

Available at ICMC - Inst. Ciên. Mat. Computação (PROD-3139171 )(GetIt)

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Title:
Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers
Author: Leandro Alves Neves
João Manuel Cardoso Martinez; Leonardo Henrique da Costa Longo; Guilherme Freire Roberto; Thaína Aparecida Azevedo Tosta; Paulo Rogério de Faria; Adriano Mota Loyola; Sérgio Vitorino Cardoso; Adriano Barbosa Silva; Marcelo Zanchetta do Nascimento; Guilherme Botazzo Rozendo; International Conference on Enterprise Information Systems - ICEIS (25. 2023 Prague, Czech Republic)
Subjects: APRENDIZADO COMPUTACIONAL; REDES NEURAIS; RECONHECIMENTO DE IMAGEM; DIAGNÓSTICO POR IMAGEM; DIAGNÓSTICO POR COMPUTADOR; TECNOLOGIAS DA SAÚDE; NEOPLASIAS MAMÁRIAS; NEOPLASIAS HEPÁTICAS; NEOPLASIAS DO COLON; NEOPLASIAS RETAIS; ODONTODISPLASIA; Histological Images; Grad-Cam; Lime; Deepdream Representations; Classification
Is Part Of: Proceedings Setúbal : SciTePress, 2023
Notes: Disponível em: https://doi.org/10.5220/0011839400003467. Acesso em: 13 jun. 2023
Publisher: Setúbal SciTePress
Creation Date: 2023
Format: p. 354-364.
Language: English

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