A Novel Disease Prediction Method Based on Inductive Representation Learning

Using rich imaging and non-imaging information to complete the disease prediction task, the model is required to simultaneously represent individual characteristics and data associations between subjects from a potentially large population. The graph provides a potential framework for such tasks. In...

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Bibliographic Details

Published in:	2021 IEEE 6th International Conference on Big Data Analytics (ICBDA) pp. 239 - 243
Main Authors:	Wang, Jianlin, Ma, Xu, Song, Renyu, Yan, Chaokun, Luo, Huimin
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.03.2021
Subjects:	Brain modeling Disease prediction Graph Convolutional Network Image edge detection Imaging Inductive representation learning Population graph construction Prediction algorithms Predictive models Sociology Statistics
Online Access:	Get full text
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