Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond.

D'Souza, Niharika S; Wang, Hongzhi; Giovannini, Andrea; Foncubierta-Rodriguez, Antonio; Beck, Kristen L; Boyko, Orest; Syeda-Mahmood, Tanveer F

D'Souza, Niharika S; Wang, Hongzhi; Giovannini, Andrea; Foncubierta-Rodriguez, Antonio; Beck, Kristen L; Boyko, Orest; Syeda-Mahmood, Tanveer F.

Afiliação

D'Souza NS; IBM Research Almaden, San Jose, CA, USA. Electronic address: Niharika.Dsouza@ibm.com.
Wang H; IBM Research Almaden, San Jose, CA, USA.
Giovannini A; IBM Research Zurich, Switzerland.
Foncubierta-Rodriguez A; IBM Research Zurich, Switzerland.
Beck KL; IBM Research Almaden, San Jose, CA, USA.
Boyko O; Department of Radiology, VA Southern Nevada Healthcare System, NV, USA.
Syeda-Mahmood TF; IBM Research Almaden, San Jose, CA, USA.

Med Image Anal ; 93: 103064, 2024 Apr.

Article em En | MEDLINE | ID: mdl-38219500

Assuntos

Transtorno do Espectro Autista; Humanos; Prognóstico; Benchmarking; Redes Neurais de Computação

Palavras-chave

Graph neural networks; Multimodal fusion; Multiplex graphs

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Transtorno do Espectro Autista Tipo de estudo: Guideline / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2024 Tipo de documento: Article

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