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Alceu Bissoto
Alceu Bissoto
E-mail confirmado em ic.unicamp.br
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Skin lesion synthesis with generative adversarial networks
A Bissoto, F Perez, E Valle, S Avila
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018
1132018
Gan-based data augmentation and anonymization for skin-lesion analysis: A critical review
A Bissoto, E Valle, S Avila
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
652021
Debiasing skin lesion datasets and models? not so fast
A Bissoto, E Valle, S Avila
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
542020
Deep-learning ensembles for skin-lesion segmentation, analysis, classification: RECOD titans at ISIC challenge 2018
A Bissoto, F Perez, V Ribeiro, M Fornaciali, S Avila, E Valle
arXiv preprint arXiv:1808.08480, 2018
452018
(De) Constructing bias on skin lesion datasets
A Bissoto, M Fornaciali, E Valle, S Avila
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
342019
A survey on deep learning for skin lesion segmentation
Z Mirikharaji, K Abhishek, A Bissoto, C Barata, S Avila, E Valle, ME Celebi, ...
Medical Image Analysis, 102863, 2023
262023
The six fronts of the generative adversarial networks
A Bissoto, E Valle, S Avila
arXiv preprint arXiv:1910.13076, 2019
202019
An evaluation of self-supervised pre-training for skin-lesion analysis
L Chaves, A Bissoto, E Valle, S Avila
European Conference on Computer Vision, 150-166, 2022
182022
constructing bias on skin lesion datasets. In 2019 IEEE
A Bissoto, M Fornaciali, E Valle, S Avila
CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW …, 2019
112019
Artifact-based domain generalization of skin lesion models
A Bissoto, C Barata, E Valle, S Avila
European Conference on Computer Vision, 133-149, 2022
82022
Improving Skin Lesion Analysis with Generative Adversarial Networks
A Bissoto, S Avila
Anais Estendidos do XXXIII conference on graphics, patterns and images, 70-76, 2020
32020
Generating high quality synthetic skin lesions for boosting automated screening
A Bissoto, M Fornaciali, E Valle, S Avila
International Educational Symposium of the Melanoma World Society, 43-43, 2018
22018
Even small correlation and diversity shifts pose dataset-bias issues
A Bissoto, C Barata, E Valle, S Avila
Pattern Recognition Letters, 2024
12024
The performance of transferability metrics does not translate to medical tasks
L Chaves, A Bissoto, E Valle, S Avila
MICCAI Workshop on Domain Adaptation and Representation Transfer, 105-114, 2023
12023
Global and local explanations for skin cancer diagnosis using prototypes
C Santiago, M Correia, MR Verdelho, A Bissoto, C Barata
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Test-Time Selection for Robust Skin Lesion Analysis
A Bissoto, C Barata, E Valle, S Avila
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision
M Correia, A Bissoto, C Santiago, C Barata
arXiv preprint arXiv:2402.01410, 2024
2024
Análise de Lesões de Pele usando Redes Generativas Adversariais
A Bissoto, S Avila
Anais Estendidos do XX Simpósio Brasileiro de Computação Aplicada à Saúde, 50-55, 2020
2020
Improving skin lesion analysis with generative adversarial networks: Análise de lesões de pele usando redes generativas adversariais
AE Bissoto
[sn], 2019
2019
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