Прати
Alceu Bissoto
Alceu Bissoto
Верификована је имејл адреса на unibe.ch
Наслов
Навело
Навело
Година
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
1332018
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
1032021
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 88, 102863, 2023
962023
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
672020
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
552018
(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
49*2019
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
242022
The six fronts of the generative adversarial networks
A Bissoto, E Valle, S Avila
arXiv preprint arXiv:1910.13076, 2019
222019
Artifact-based domain generalization of skin lesion models
A Bissoto, C Barata, E Valle, S Avila
European Conference on Computer Vision, 133-149, 2022
162022
Even small correlation and diversity shifts pose dataset-bias issues
A Bissoto, C Barata, E Valle, S Avila
Pattern Recognition Letters 179, 87-93, 2024
52024
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
52023
Improving Skin Lesion Analysis with Generative Adversarial Networks
A Bissoto, S Avila
Conference on Graphics, Patterns and Images (SIBGRAPI), 70-76, 2020
52020
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
A Bissoto, F Perez, E Valle, S Avila
Berlin: Springer, 2019
52019
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
42023
Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers
RYG Paccotacya-Yanque, A Bissoto, S Avila
2024 20th International Symposium on Medical Information Processing and …, 2024
32024
BiasPruner: Debiased Continual Learning for Medical Image Classification
N Bayasi, J Fayyad, A Bissoto, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2024
32024
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
32023
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems
T Mota, MR Verdelho, DJ Araújo, A Bissoto, C Santiago, C Barata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
22024
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
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
12024
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