Alceu Bissoto

40 papers Journal 24Unranked 16
YearRankTypeTitle / Venue / Authors
2025 — conf
A Real-Time Digital Twin for Type 1 Diabetes Using Simulation-Based Inference.
DT4H@MICCAI
Trung-Dung Hoang, Alceu Bissoto, Vihangkumar V. Naik, Tim Flühmann, Artemii Shlychkov, Jose F. Garcia-Tirado, Lisa M. Koch
2025 J jnl
A Real-Time Digital Twin for Type 1 Diabetes using Simulation-Based Inference.
CoRR
Trung-Dung Hoang, Alceu Bissoto, Vihangkumar V. Naik, Tim Flühmann, Artemii Shlychkov, Jose F. Garcia-Tirado, Lisa M. Koch
2025 J jnl
BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis.
Medical Image Anal.
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2025 — conf
Label-Free Estimation of Clinically Relevant Performance Metrics Under Distribution Shifts.
UNSURE@MICCAI
Tim Flühmann, Alceu Bissoto, Trung-Dung Hoang, Lisa M. Koch
2025 J jnl
Label-free estimation of clinically relevant performance metrics under distribution shifts.
CoRR
Tim Flühmann, Alceu Bissoto, Trung-Dung Hoang, Lisa M. Koch
2025 — conf
Subgroup Performance Analysis in Hidden Stratifications.
MICCAI (14)
Alceu Bissoto, Trung-Dung Hoang, Tim Flühmann, Susu Sun, Christian F. Baumgartner, Lisa M. Koch
2025 J jnl
Subgroup Performance Analysis in Hidden Stratifications.
CoRR
Alceu Bissoto, Trung-Dung Hoang, Tim Flühmann, Susu Sun, Christian F. Baumgartner, Lisa M. Koch
2024 — conf
Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers.
SIPAIM
Rosa Y. G. Paccotacya Yanque, Alceu Bissoto, Sandra Avila
2024 J jnl
Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers.
CoRR
Rosa Y. G. Paccotacya Yanque, Alceu Bissoto, Sandra Avila
2024 J jnl
Back to the Basics on Predicting Transfer Performance.
CoRR
Levy G. Chaves, Eduardo Valle, Alceu Bissoto, Sandra Avila
2024 — conf
BiasPruner: Debiased Continual Learning for Medical Image Classification.
MICCAI (10)
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2024 J jnl
BiasPruner: Debiased Continual Learning for Medical Image Classification.
CoRR
Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2024 J jnl
Even small correlation and diversity shifts pose dataset-bias issues.
Pattern Recognit. Lett.
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2024 — conf
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.
CVPR Workshops
D. J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
2024 J jnl
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.
CoRR
Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
2024 — conf
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.
CVPR Workshops
Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata
2024 J jnl
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.
CoRR
Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata
2024 J jnl
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision.
CoRR
Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
2023 J jnl
A survey on deep learning for skin lesion segmentation.
Medical Image Anal.
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2023 J jnl
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues.
CoRR
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023 — conf
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata
2023 — conf
Test-Time Selection for Robust Skin Lesion Analysis.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023 J jnl
Test-Time Selection for Robust Skin Lesion Analysis.
CoRR
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023 — conf
The Performance of Transferability Metrics Does Not Translate to Medical Tasks.
DART@MICCAI
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2023 J jnl
The Performance of Transferability Metrics does not Translate to Medical Tasks.
CoRR
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2022 J jnl
A Survey on Deep Learning for Skin Lesion Segmentation.
CoRR
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2022 — conf
An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis.
ECCV Workshops (4)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2022 — conf
Artifact-Based Domain Generalization of Skin Lesion Models.
ECCV Workshops (4)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2022 J jnl
Artifact-Based Domain Generalization of Skin Lesion Models.
CoRR
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2021 J jnl
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis.
CoRR
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2021 — conf
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review.
CVPR Workshops
Alceu Bissoto, Eduardo Valle, Sandra Avila
2021 J jnl
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review.
CoRR
Alceu Bissoto, Eduardo Valle, Sandra Avila
2020 — conf
Debiasing Skin Lesion Datasets and Models? Not So Fast.
CVPR Workshops
Alceu Bissoto, Eduardo Valle, Sandra Avila
2020 J jnl
Debiasing Skin Lesion Datasets and Models? Not So Fast.
CoRR
Alceu Bissoto, Eduardo Valle, Sandra Avila
2019 — conf
(De)Constructing Bias on Skin Lesion Datasets.
CVPR Workshops
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
2019 J jnl
(De)Constructing Bias on Skin Lesion Datasets.
CoRR
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
2019 J jnl
Skin Lesion Synthesis with Generative Adversarial Networks.
CoRR
Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
2019 J jnl
The Six Fronts of the Generative Adversarial Networks.
CoRR
Alceu Bissoto, Eduardo Valle, Sandra Avila
2018 J jnl
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018.
CoRR
Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle
2018 — conf
Skin Lesion Synthesis with Generative Adversarial Networks.
OR 2.0/CARE/CLIP/ISIC@MICCAI
Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila