Diana Montezuma

According to our database, Diana Montezuma authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

HER2match dataset.

Pascal Klöckner, José Teixeira, Diana Montezuma, Jaime S. Cardoso, Hugo M. Horlings, Sara Pires de Oliveira

Dataset, July, 2025

CountPath: Automating Fragment Counting in Digital Pathology.

Ana Beatriz Vieira, Maria Valente, Diana Montezuma, Tomé Albuquerque, Liliana Ribeiro, Domingos Oliveira, João C. Monteiro, Sofia Gonçalves, Isabel M. Pinto, Jaime S. Cardoso, Arlindo L. Oliveira

CoRR, March, 2025

H&E to IHC virtual staining methods in breast cancer: an overview and benchmarking.

Pascal Klöckner, José Teixeira, Diana Montezuma, João Fraga, Hugo M. Horlings, Jaime S. Cardoso, Sara Pires de Oliveira

npj Digit. Medicine, 2025

A survey on cell nuclei instance segmentation and classification: Leveraging context and attention.

João D. Nunes, Diana Montezuma, Domingos Oliveira, Tânia Pereira, Jaime S. Cardoso

Medical Image Anal., 2025

Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining.

José Teixeira, Pascal Klöckner, Diana Montezuma, Melis Erdal Cesur, João Fraga, Hugo M. Horlings, Jaime S. Cardoso, Sara Pires de Oliveira

Proceedings of the Deep Generative Models - 5th MICCAI Workshop, 2025

GANs vs. Diffusion Models for Virtual Staining with the HER2match Dataset.

Pascal Klöckner, José Teixeira, Diana Montezuma, Jaime S. Cardoso, Hugo M. Horlings, Sara Pires de Oliveira

Proceedings of the Deep Generative Models - 5th MICCAI Workshop, 2025

Beyond Accuracy: The Role of Calibration in Computational Pathology.

João D. Nunes, Diana Montezuma, Domingos Oliveira, Tânia Pereira, Inti Zlobec, Jaime S. Cardoso

Proceedings of the International Joint Conference on Neural Networks, 2025

2023

A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype.

Pedro C. Neto, Diana Montezuma, Sara Pires de Oliveira, Domingos Oliveira, João Fraga, Ana Monteiro, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Stefan Reinhard, Inti Zlobec, Isabel M. Pinto, Jaime S. Cardoso

CoRR, 2023

2022

Quality Control in Digital Pathology: Automatic Fragment Detection and Counting.

Tomé Albuquerque, Ana Moreira, Beatriz Barros, Diana Montezuma, Sara Pires de Oliveira, Pedro C. Neto, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Ana Monteiro, Isabel M. Pinto, Jaime S. Cardoso

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022