Alceu Bissoto

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Multiple Instance

Cancer Diagnosis

Digital Image Processing

Top Venues

ECCV Workshops (4)

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

Publications

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
BiasPruner: Debiased Continual Learning for Medical Image Classification. CoRR (2024)
Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR (2024)
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 (2024)
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 (2024)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. 179 (2024)
Levy G. Chaves, Eduardo Valle, Alceu Bissoto, Sandra Avila
Back to the Basics on Predicting Transfer Performance. CoRR (2024)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
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 (2023)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DART@MICCAI (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Test-Time Selection for Robust Skin Lesion Analysis. CoRR (2023)
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)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
The Performance of Transferability Metrics does not Translate to Medical Tasks. CoRR (2023)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR (2023)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. ECCV Workshops (4) (2022)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Artifact-Based Domain Generalization of Skin Lesion Models. CoRR (2022)
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 (2022)
Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) (2022)
Alceu Bissoto, Eduardo Valle, Sandra Avila
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CVPR Workshops (2021)
Levy Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis. CoRR (2021)
Alceu Bissoto, Eduardo Valle, Sandra Avila
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CoRR (2021)
Alceu Bissoto, Eduardo Valle, Sandra Avila
Debiasing Skin Lesion Datasets and Models? Not So Fast. CoRR (2020)
Alceu Bissoto, Eduardo Valle, Sandra Avila
Debiasing Skin Lesion Datasets and Models? Not So Fast. CVPR Workshops (2020)
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
(De)Constructing Bias on Skin Lesion Datasets. CoRR (2019)
Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
(De)Constructing Bias on Skin Lesion Datasets. CVPR Workshops (2019)
Alceu Bissoto, Eduardo Valle, Sandra Avila
The Six Fronts of the Generative Adversarial Networks. CoRR (2019)
Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
Skin Lesion Synthesis with Generative Adversarial Networks. CoRR (2019)
Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
Skin Lesion Synthesis with Generative Adversarial Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
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 (2018)