CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks

CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks

Electronic Health Records (EHRs) play a crucial role in shaping predictive are models, yet they encounter challenges such as significant data gaps and class imbalances. Traditional Graph Neural Network (GNN) approaches have limitations in fully leveraging neighbourhood data or demanding intensive co...

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Detalles Bibliográficos
Main Authors: Molaei, S, Bousejin, NG, Ghosheh, GO, Thakur, A, Chauhan, VK, Zhu, T, Clifton, DA
Formato: Journal article
Idioma:English
Publicado: Springer 2024

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