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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Bibliografiska uppgifter
Huvudupphovsmän: Molaei, S, Bousejin, NG, Ghosheh, GO, Thakur, A, Chauhan, VK, Zhu, T, Clifton, DA
Materialtyp: Journal article
Språk:English
Publicerad: Springer 2024

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