Maria Rita Verdelho

12 papers Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation.
CoRR
Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2025 — conf
Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation.
IbPRIA (2)
Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2025 — conf
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning.
IbPRIA (2)
Maria Rita Verdelho, Alexandre Bernardino, Catarina Barata
2025 J jnl
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning.
CoRR
Maria Rita Verdelho, Alexandre Bernardino, Catarina Barata
2025 J jnl
The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers.
CoRR
Rita Pereira, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
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
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
2022 — conf
On The Impact of Self-Supervised Learning in Skin Cancer Diagnosis.
ISBI
Maria Rita Verdelho, Catarina Barata
2022 — conf
Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy.
AIIIMA/MIABID@MICCAI
Maria Rita Verdelho, Simão Gonçalves, Luisa Gonçalves, Catarina Costa, José M. Lopes, Margarida M. V. Coelho, Alexandre João, Paula Soares, Helena Pópulo, Catarina Barata