Autophagy dark genes: Can we find them with machine learning?

Autophagy dark genes: Can we find them with machine learning?

Abstract Identifying novel autophagy (ATG) associated genes in humans remains an important task for understanding this fundamental physiological process. Machine learning (ML) can highlight potentially “missing pieces” linking core ATG genes with understudied, “dark” genes by mining functional genom...

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Bibliographic Details
Main Authors: Mohsen Ranjbar, Jeremy J. Yang, Praveen Kumar, Daniel R. Byrd, Elaine L. Bearer, Tudor I. Oprea
Format: Article
Language:English
Published: Wiley-VCH 2023-07-01
Series:Natural Sciences
Subjects:
autophagy genes
extreme gradient boosting (XGBoost)
knowledge‐graph
machine learning
mining functional genomic data
Online Access:https://doi.org/10.1002/ntls.20220067

Internet

https://doi.org/10.1002/ntls.20220067

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