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2020 – today
- 2024
[j2]Alceu Bissoto
, Catarina Barata, Eduardo Valle, Sandra Avila:
Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. 179: 87-93 (2024)- [c12]Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata:
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CVPR Workshops 2024: 2395-2403 - [c11]D. J. Araújo, Maria Rita Verdelho, Alceu Bissoto, J. C. Nascimento, C. Santiago, Catarina Barata:
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CVPR Workshops 2024: 5231-5240 - [c10]Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi:
BiasPruner: Debiased Continual Learning for Medical Image Classification. MICCAI (10) 2024: 90-101 - [i17]Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata:
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR abs/2402.01410 (2024) - [i16]Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata:
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CoRR abs/2405.01654 (2024) - [i15]Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata:
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CoRR abs/2405.01658 (2024) - [i14]Levy G. Chaves, Eduardo Valle, Alceu Bissoto, Sandra Avila:
Back to the Basics on Predicting Transfer Performance. CoRR abs/2405.20420 (2024) - [i13]Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi:
BiasPruner: Debiased Continual Learning for Medical Image Classification. CoRR abs/2407.08609 (2024) - 2023
- [j1]Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh:
A survey on deep learning for skin lesion segmentation. Medical Image Anal. 88: 102863 (2023) - [c9]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 37-46 - [c8]Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata:
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 47-56 - [c7]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DART@MICCAI 2023: 105-114 - [i12]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR abs/2305.05807 (2023) - [i11]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Test-Time Selection for Robust Skin Lesion Analysis. CoRR abs/2308.05595 (2023) - [i10]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
The Performance of Transferability Metrics does not Translate to Medical Tasks. CoRR abs/2308.07444 (2023) - 2022
- [c6]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) 2022: 133-149 - [c5]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. ECCV Workshops (4) 2022: 150-166 - [i9]Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh:
A Survey on Deep Learning for Skin Lesion Segmentation. CoRR abs/2206.00356 (2022) - [i8]Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila:
Artifact-Based Domain Generalization of Skin Lesion Models. CoRR abs/2208.09756 (2022) - 2021
- [c4]Alceu Bissoto, Eduardo Valle, Sandra Avila:
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CVPR Workshops 2021: 1847-1856 - [i7]Alceu Bissoto, Eduardo Valle, Sandra Avila:
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CoRR abs/2104.10603 (2021) - [i6]Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila:
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis. CoRR abs/2106.09229 (2021) - 2020
- [c3]Alceu Bissoto, Eduardo Valle, Sandra Avila:
Debiasing Skin Lesion Datasets and Models? Not So Fast. CVPR Workshops 2020: 3192-3201 - [i5]Alceu Bissoto, Eduardo Valle, Sandra Avila:
Debiasing Skin Lesion Datasets and Models? Not So Fast. CoRR abs/2004.11457 (2020)
2010 – 2019
- 2019
- [c2]Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila:
(De)Constructing Bias on Skin Lesion Datasets. CVPR Workshops 2019: 2766-2774 - [i4]Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila:
Skin Lesion Synthesis with Generative Adversarial Networks. CoRR abs/1902.03253 (2019) - [i3]Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila:
(De)Constructing Bias on Skin Lesion Datasets. CoRR abs/1904.08818 (2019) - [i2]Alceu Bissoto, Eduardo Valle, Sandra Avila:
The Six Fronts of the Generative Adversarial Networks. CoRR abs/1910.13076 (2019) - 2018
- [c1]Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila:
Skin Lesion Synthesis with Generative Adversarial Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 294-302 - [i1]Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle:
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. CoRR abs/1808.08480 (2018)
Coauthor Index
aka: Sandra Avila
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