Deep denoising autoencoder-assisted continuous scoring of peak quality in high-resolution LC−MS data

Accurate peak picking is a challenging but fundamental problem in LC-MS-based omics analysis. Previous efforts mainly focused on continuous wavelet transform (CWT) based peak detection, which is highly sensitive while suffers from unsatisfactory precision. Recently proposed deep learning (DL) based...

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Bibliographic Details

Published in:	Chemometrics and intelligent laboratory systems Vol. 231; p. 104694
Main Authors:	Ji, Hongchao, Tian, Jing
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.12.2022
ISSN:	0169-7439, 1873-3239
Online Access:	Get full text
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