DT
Dorina Thanou
cs.LGstat.MLcs.SICoronary Angiographyeess.SPcs.CVCoronary Artery DiseaseCoronary VesselsArtificial intelligenceCoronary Stenosis
On Valency
published · living versionsW_6yheckek·v1 · currentpublished
A Bochner Weitzenböck Decomposition for Cellular Sheaf Laplacians, Curvature and Neural Sheaf Diffusion
with Francesco Maria Guadagnuolo, Alessio Borgi, Pietro Liò
1 version
Preprints & journals
38 papers in the corpus · 2011–2026A Bochner Weitzenböck Decomposition for Cellular Sheaf Laplacians, Curvature and Neural Sheaf Diffusion2610.28455v1 · Francesco Maria Guadagnuolo, Alessio Borgi, Dorina Thanou et al.2026 · 0 citationsarXivon Valency
From topology learning to graph generation: A unifying perspective2609.02286v1 · Xiaowen Dong, Hoi-To Wai, Siheng Chen et al.2026 · 0 citationsarXiv
Uncertainty Estimation in Pathology Foundation Models via Deep Mutual Learning2606.30020v2 · Gbegninougbo Aurel Davy Tchokponhoue, Sevda Ogut, Ali Idri et al.2026 · 0 citationsarXiv
Graph Signal Separation with Learnable Spectral Filters2604.24185v2 · Keivan Faghih Niresi, Dorina Thanou, Olga Fink2026 · 0 citationsarXiv
Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspective.42061118 · Sun, Xiaowu, Belmpas, Theofilos, Senouf, Ortal et al.2026 · 0 citationsMedical image analysis. 2026;112:104079
Causality-Driven Disentangled Representation Learning in Multiplex Graphs2603.24105v1 · Saba Nasiri, Selin Aviyente, Dorina Thanou2026 · 0 citationsarXiv
ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images2603.20021v1 · Anand Choudhary, Xiaowu Sun, Thabo Mahendiran et al.2026 · 0 citationsarXiv
GrapHist: Graph Self-Supervised Learning for Histopathology2603.00143v1 · Sevda Ogut, C'edric Vincent-Cuaz, Natalia Dubljevic et al.2026 · 0 citationsarXiv
Physics-informed self-supervised learning for predictive modeling of coronary artery digital twins2512.03055v1 · Xiaowu Sun, Thabo Mahendiran, Ortal Senouf et al.2025 · 0 citationsarXiv
AI-Driven multi-view learning from CCTA for myocardial infarction diagnosis.41065925 · Gwizdala, Jakub, Salihu, Adil, Senouf, Ortal et al.2026 · 2 citationsThe international journal of cardiovascular imaging. 2026;42(3):543-549
CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography.41336991 · Challier, Camille, Sun, Xiaowu, Mahendiran, Thabo et al.2025 · 2 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-7
Generating Directed Graphs with Dual Attention and Asymmetric Encoding2506.16404v3 · Alba Carballo-Castro, Manuel Madeira, Yiming Qin et al.2025 · 0 citationsInternational Conference on Learning Representations (ICLR) 2026
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology2503.18709v2 · Boqi Chen, C'edric Vincent-Cuaz, Lydia A. Schoenpflug et al.2025 · 1 citationarXiv
Continuous Simplicial Neural Networks2503.12919v3 · Aref Einizade, Dorina Thanou, Fragkiskos D. Malliaros et al.2025 · 1 citationarXiv
DeFoG: Discrete Flow Matching for Graph Generation2410.04263v3 · Yiming Qin, Manuel Madeira, Dorina Thanou et al.2024 · 2 citationsInternational Conference on Machine Learning (ICML) 2025
AngioPy Segmentation: An open-source, user-guided deep learning tool for coronary artery segmentation.39341506 · Mahendiran, Thabo, Thanou, Dorina, Senouf, Ortal et al.2024 · 11 citationsInternational journal of cardiology. 2025;418:132598
Generative Modelling of Structurally Constrained Graphs2406.17341v2 · Manuel Madeira, Clement Vignac, Dorina Thanou et al.2024 · 3 citationsarXiv
Anatomy-Informed Multimodal Learning for Myocardial Infarction Prediction.39559783 · Sievering, Ivan-Daniel, Senouf, Ortal, Mahendiran, Thabo et al.2024 · 5 citationsIEEE open journal of engineering in medicine and biology. 2024;5:837-845
Towards AI-assisted cardiology: a reflection on the performance and limitations of using large language models in clinical decision-making.38050992 · Salihu, Adil, Gadiri, Mehdi Ali, Skalidis, Ioannis et al.2023 · 24 citationsEuroIntervention : journal of EuroPCR in collaboration with the Working Group on Interventional Cardiology of the European Society of Cardiology. 2023;19(10):e798-e801
Tertiary Lymphoid Structures Generation through Graph-based Diffusion2310.06661v1 · Manuel Madeira, Dorina Thanou, Pascal Frossard2023 · 2 citationsarXiv
Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations.37083521 · Sherratt, Katharine, Gruson, Hugo, Grah, Rok et al.2023 · 112 citationseLife. 2023;12
Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study.36596624 · Mahendiran, Thabo, Thanou, Dorina, Senouf, Ortal et al.2023 · 18 citationsOpen heart. 2023;10(1)
Trend estimation and short-term forecasting of COVID-19 cases and deaths worldwide.35921436 · Krymova, Ekaterina, Béjar, Benjamín, Thanou, Dorina et al.2022 · 18 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(32):e2112656119
Reconstruction of Time-varying Graph Signals via Sobolev Smoothness2207.06439v1 · Jhony H. Giraldo, Arif Mahmood, Belmar Garcia-Garcia et al.2022 · 70 citationsIEEE Transactions on Signal and Information Processing over Networks, vol. 8, pp. 201-214, 2022
Interpretable Stability Bounds for Spectral Graph Filters2102.09587v1 · Henry Kenlay, Dorina Thanou, Xiaowen Dong2021 · 23 citationsarXiv
Combining anatomical and functional networks for neuropathology identification: A case study on autism spectrum disorder.33610918 · Itani, Sarah, Thanou, Dorina2021 · 53 citationsMedical image analysis. 2021;69:101986
On the Stability of Graph Convolutional Neural Networks under Edge Rewiring2010.13747v2 · Henry Kenlay, Dorina Thanou, Xiaowen Dong2020 · 23 citationsarXiv
node2coords: Graph Representation Learning with Wasserstein Barycenters2007.16056v2 · Effrosyni Simou, Dorina Thanou, Pascal Frossard2020 · 11 citationsarXiv
Graph signal processing for machine learning: A review and new perspectives2007.16061v1 · Xiaowen Dong, Dorina Thanou, Laura Toni et al.2020 · 219 citationsarXiv
Mask Combination of Multi-layer Graphs for Global Structure Inference1910.10114v2 · Eda Bayram, Dorina Thanou, Elif Vural et al.2019 · 11 citationsarXiv
Graph Transform Optimization with Application to Image Compression.31403414 · Fracastoro, Giulia, Thanou, Dorina, Frossard, Pascal2024 · 27 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2019
Learning graphs from data: A signal representation perspective1806.00848v3 · Xiaowen Dong, Dorina Thanou, Michael Rabbat et al.2018 · 407 citationsarXiv
Graph learning under sparsity priors1707.05587v1 · Hermina Petric Maretic, Dorina Thanou, Pascal Frossard2017 · 35 citationsarXiv
Learning heat diffusion graphs1611.01456v1 · Dorina Thanou, Xiaowen Dong, Daniel Kressner et al.2016 · 160 citationsarXiv
Graph-Based Compression of Dynamic 3D Point Cloud Sequences.26891486 · Thanou, Dorina, Chou, Philip A, Frossard, Pascal2016 · 249 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2016;25(4):1765-78
Learning Laplacian Matrix in Smooth Graph Signal Representations1406.7842v3 · Xiaowen Dong, Dorina Thanou, Pascal Frossard et al.2014 · 643 citationsarXiv
Learning parametric dictionaries for graph signals1401.0887v1 · Dorina Thanou, David I Shuman, Pascal Frossard2014 · 117 citationsarXiv
Progressive quantization in distributed average consensus1105.1074v2 · Dorina Thanou, Effrosyni Kokiopoulou, Pascal Frossard2011 · 5 citationsarXiv
Career total: 88 works. 38 are in this corpus.
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