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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| Vydané v: | Chemometrics and intelligent laboratory systems Ročník 231; s. 104694 |
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| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Elsevier B.V
15.12.2022
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| ISSN: | 0169-7439, 1873-3239 |
| On-line prístup: | Získať plný text |
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