Oscar Pina
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PhD Candidate | oscar.pina@upc.edu |
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Journal Articles top
“Feature propagation as self-supervision signals on graphs”, Knowledge-Based Systems, vol. 289, 2024. | ,
“Combining graph neural networks and computer vision methods for cell nuclei classification in lung tissue”, Heliyon, vol. 10, no. 7, 2024. (4.05 MB) | ,
Conference Papers top
“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. | ,
“Cell-DETR: Efficient cell detection and classification in WSIs with transformers”, in Medical Imaging with Deep Learning (MIDL 2024), 2024. | ,
“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. | ,
“Structural Networks for Brain Age Prediction”, in Medical Imaging with Deep Learning (MIDL 2022), 2022. | ,
“Self-supervised graph representations of WSIs”, in Geometric Deep Learning in Medical Image Analysis, 2022. | ,