ODBAE: a high-performance model identifying complex phenotypes in high-dimensional biological datasets

Identifying complex phenotypes from high-dimensional biological data is challenging due to the intricate interdependencies among different physiological indicators. Traditional approaches often focus on detecting outliers in single variables, overlooking the broader network of interactions that cont...

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Bibliographic Details
Published in:	Communications biology Vol. 8; no. 1; pp. 1415 - 19
Main Authors:	Shen, Yafei, Zhang, Tao, Liu, Zhiwei, Kostelidou, Kalliopi, Xu, Ying, Yang, Ling
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 02.10.2025 Nature Publishing Group Nature Portfolio
Subjects:	631/1647/48 631/1647/794 Animals Biomedical and Life Sciences Datasets Disease Genes Genetic engineering Homeostasis Life Sciences Machine Learning Metabolism Mice Mice, Knockout Performance evaluation Phenotype Phenotypes Phenotyping Physiology
ISSN:	2399-3642, 2399-3642
Online Access:	Get full text
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