EDEN : An Event DEtection Network for the annotation of Breast Cancer recurrences in administrative claims data

1 code implementation • 15 Nov 2022 • Elise Dumas, Anne-Sophie Hamy, Sophie Houzard, Eva Hernandez, Aullène Toussaint, Julien Guerin, Laetitia Chanas, Victoire de Castelbajac, Mathilde Saint-Ghislain, Beatriz Grandal, Eric Daoud, Fabien Reyal, Chloé-Agathe Azencott

While the emergence of large administrative claims data provides opportunities for research, their use remains limited by the lack of clinical annotations relevant to disease outcomes, such as recurrence in breast cancer (BC).

Event Detection

SiMCa: Sinkhorn Matrix Factorization with Capacity Constraints

1 code implementation • 18 Mar 2022 • Eric Daoud, Luca Ganassali, Antoine Baker, Marc Lelarge

In these applications, there is somewhat of an asymmetry between users and items: items are viewed as static points, their embeddings, capacities and locations constraining the allocation.