Alceu Bissoto

According to our database, Alceu Bissoto authored at least 25 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis.

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi

Medical Image Anal., 2025

A Real-Time Digital Twin for Type 1 Diabetes Using Simulation-Based Inference.

Trung-Dung Hoang, Alceu Bissoto, Vihangkumar V. Naik, Tim Flühmann, Artemii Shlychkov, Jose Garcia-Tirado, Lisa M. Koch

Proceedings of the Digital Twin for Healthcare - First International Workshop, 2025

Label-Free Estimation of Clinically Relevant Performance Metrics Under Distribution Shifts.

Tim Flühmann, Alceu Bissoto, Trung-Dung Hoang, Lisa M. Koch

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2025

Subgroup Performance Analysis in Hidden Stratifications.

Alceu Bissoto, Trung-Dung Hoang, Tim Flühmann, Susu Sun, Christian F. Baumgartner, Lisa M. Koch

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Even small correlation and diversity shifts pose dataset-bias issues.

Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila

Pattern Recognit. Lett., 2024

Back to the Basics on Predicting Transfer Performance.

Levy G. Chaves, Eduardo Valle, Alceu Bissoto, Sandra Avila

CoRR, 2024

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.

Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata

CoRR, 2024

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.

Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata

CoRR, 2024

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision.

Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata

CoRR, 2024

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers.

Rosa Y. G. Paccotacya Yanque, Alceu Bissoto, Sandra Avila

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

BiasPruner: Debiased Continual Learning for Medical Image Classification.

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.

Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.

D. J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A survey on deep learning for skin lesion segmentation.

Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh

Medical Image Anal., August, 2023

Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes.

Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

The Performance of Transferability Metrics Does Not Translate to Medical Tasks.

Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila

Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023

Test-Time Selection for Robust Skin Lesion Analysis.

Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis.

Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Artifact-Based Domain Generalization of Skin Lesion Models.

Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review.

Alceu Bissoto, Eduardo Valle, Sandra Avila

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Debiasing Skin Lesion Datasets and Models? Not So Fast.

Alceu Bissoto, Eduardo Valle, Sandra Avila

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

The Six Fronts of the Generative Adversarial Networks.

Alceu Bissoto, Eduardo Valle, Sandra Avila

CoRR, 2019

(De)Constructing Bias on Skin Lesion Datasets.

Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018.

Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle

CoRR, 2018

Skin Lesion Synthesis with Generative Adversarial Networks.

Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila

Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018