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Alceu Bissoto
Alceu Bissoto
Verified email at ic.unicamp.br
Title
Cited by
Cited by
Year
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
1172018
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
752021
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
552020
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
482018
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
452023
(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
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
192022
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
122019
Artifact-based domain generalization of skin lesion models
A Bissoto, C Barata, E Valle, S Avila
European Conference on Computer Vision, 133-149, 2022
112022
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
Even small correlation and diversity shifts pose dataset-bias issues
A Bissoto, C Barata, E Valle, S Avila
Pattern Recognition Letters, 2024
22024
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
22023
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
22023
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
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
Back to the Basics on Predicting Transfer Performance
L Chaves, E Valle, A Bissoto, S Avila
arXiv preprint arXiv:2405.20420, 2024
2024
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems
T Mota, MR Verdelho, A Bissoto, C Santiago, C Barata
arXiv preprint arXiv:2405.01658, 2024
2024
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis
DJ Araújo, MR Verdelho, A Bissoto, JC Nascimento, C Santiago, C Barata
arXiv preprint arXiv:2405.01654, 2024
2024
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
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