Description Length Guided Unified Granger Causality Analysis

In this article, we propose a description length guided unified Granger causality analysis (uGCA) framework for sequential medical imaging. While existing efforts of GCA focused on causal relation design and statistical methods for their improvement, our strategy adopts the minimum description lengt...

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Bibliographic Details
Main Authors: Zhenghui Hu, Fei Li, Xuewei Wang, Qiang Lin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9326364/