Gated Graph Attention Network for Cancer Prediction

Gated Graph Attention Network for Cancer Prediction

With its increasing incidence, cancer has become one of the main causes of worldwide mortality. In this work, we mainly propose a novel attention-based neural network model named Gated Graph ATtention network (GGAT) for cancer prediction, where a gating mechanism (GM) is introduced to work with the...

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Bibliographic Details
Main Authors: Linling Qiu, Han Li, Meihong Wang, Xiaoli Wang
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
attention mechanism
gating mechanism
graph convolutional network
TCGA
cancer prediction
Online Access:https://www.mdpi.com/1424-8220/21/6/1938

Internet

https://www.mdpi.com/1424-8220/21/6/1938

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