Oscar Pina

Position	e-mail
PhD Candidate	oscar.pina@upc.edu

Office	Phone

Journal Articles top

2024
O. Pina and Vilaplana, V., “Feature propagation as self-supervision signals on graphs”, Knowledge-Based Systems, vol. 289, 2024. DOI Google Scholar BibTex
J. Perez-Cano, Valero, I. Sansano, Anglada, D., Pina, O., Salembier, P., and Marqués, F., “Combining graph neural networks and computer vision methods for cell nuclei classification in lung tissue”, Heliyon, vol. 10, no. 7, 2024. DOI Google Scholar BibTex (4.05 MB)

Conference Papers top

2024
O. Pina and Vilaplana, V., “Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers”, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (DEF-AI-MIA workshop), 2024. Google Scholar BibTex
O. Pina, Dorca, E., and Vilaplana, V., “Cell-DETR: Efficient cell detection and classification in WSIs with transformers”, in Medical Imaging with Deep Learning (MIDL 2024), 2024. Google Scholar BibTex

2023
O. Pina and Vilaplana, V., “Layer-wise self-supervised learning on graphs”, in KDD 2023 Workshop on Deep Learning on Graphs: Methods and Applications (DLG-KDD 2023), Long Beach, USA, 2023. Google Scholar BibTex

2022
O. Pina, Cumplido-Mayoral, I., Cacciaglia, R., González-de-Echávarri, J. María, Gispert, J. D., and Vilaplana, V., “Structural Networks for Brain Age Prediction”, in Medical Imaging with Deep Learning (MIDL 2022), 2022. Google Scholar BibTex
O. Pina and Vilaplana, V., “Self-supervised graph representations of WSIs”, in Geometric Deep Learning in Medical Image Analysis, 2022. Google Scholar BibTex

Projects top

DIORAMA: Data-centric AI for medical imaging

National

Sep
2024

Dec
2027

Teaching top

Acronym	Title	Level	College
DLAI	Deep Learning for Artificial Intelligence	Masters MET, MATT	ETSETB TelecomBCN