Alceu Bissoto

According to our database, Alceu Bissoto authored at least 14 papers between 2018 and 2024.

Collaborative distances:

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

2024

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

Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata

CoRR, 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

Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues.

Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila

CoRR, 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