Computer-aided shape features extraction and regression models for predicting the ascending aortic aneurysm growth rate

Leonardo Geronzi,Antonio Martinez,Michel Rochette,Kexin Yan,Aline Bel-Brunon,Pascal Haigron,Pierre Escrig,Jacques Tomasi,Morgan Daniel,Alain Lalande,Siyu Lin,Diana Marcela Marin-Castrillon,Olivier Bouchot,Jean Porterie,Pier Paolo Valentini,Marco Evangelos Biancolini

Computers in Biology and Medicine（2023）

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摘要

•The analysis of the aneurysm shape can be crucial in understanding its growth.•Statistical shape analysis allows to extract and compress precious information.•Global shape features for the growth prediction can be derived from a population.•Regression models based on shape features can improve the rupture risk assessment.

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关键词

aortic aneurysm growth rate,shape,regression models,computer-aided

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