IDNetwork: A deep Illness-Death Network based on multi-states event history process for versatile disease prognostication

Aziliz Cottin, Nicolas Pécuchet, Marine Zulian, Agathe Guilloux, Sandrine Katsahian. IDNetwork: A deep Illness-Death Network based on multi-states event history process for versatile disease prognostication. In Russell Greiner, Neeraj Kumar, Thomas Alexander Gerds, Mihaela van der Schaar, editors, Proceedings of AAAI Symposium on Survival Prediction - Algorithms, Challenges and Applications, SPACA 2021, Stanford University, Palo Alto, CA, USA, March 22-24, 2021. Volume 146 of Proceedings of Machine Learning Research, pages 1-21, PMLR, 2021. [doi]

Authors

Aziliz Cottin

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Nicolas Pécuchet

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Marine Zulian

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Agathe Guilloux

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Sandrine Katsahian

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