MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction

Niharika Shimona D'Souza, Hongzhi Wang 0002, Andrea Giovannini, Antonio Foncubierta Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood. MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction. In Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle, editors, Machine Learning for Multimodal Healthcare Data - First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July 29, 2023, Proceedings. Volume 14315 of Lecture Notes in Computer Science, pages 141-154, Springer, 2023. [doi]

Authors

Niharika Shimona D'Souza

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Hongzhi Wang 0002

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Andrea Giovannini

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Antonio Foncubierta Rodríguez

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Kristen L. Beck

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Orest B. Boyko

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Tanveer F. Syeda-Mahmood

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