Maria Rita Verdelho

According to our database, Maria Rita Verdelho authored at least 11 papers between 2022 and 2025.

Collaborative distances:

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

2025

The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers.

Rita Pereira, Maria Rita Verdelho, Catarina Barata, Carlos Santiago

CoRR, January, 2025

Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation.

Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago

CoRR, January, 2025

MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning.

Maria Rita Verdelho, Alexandre Bernardino, Catarina Barata

Proceedings of the Pattern Recognition and Image Analysis - 12th Iberian Conference, 2025

Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation.

Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago

Proceedings of the Pattern Recognition and Image Analysis - 12th Iberian Conference, 2025

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

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, J. C. Nascimento, Carlos Santiago, Catarina Barata

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

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

2022

Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy.

Maria Rita Verdelho, Simão Gonçalves, Luisa Gonçalves, Catarina Costa, José M. Lopes, Margarida M. V. Coelho, Alexandre João, Paula Soares, Helena Pópulo, Catarina Barata

Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022

On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis.

Maria Rita Verdelho, Catarina Barata

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022