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omicsMIC: a Comprehensive Benchmarking Platform for Robust Comparison of Imputation Methods in Mass Spectrometry-based Omics Data

Mass spectrometry is a powerful and widely used tool for generating proteomics, lipidomics, and metabolomics profiles, which is pivotal for elucidating biological processes and identifying biomarkers. However, missing values in spectrometry-based omics data may pose a critical challenge for the comp...

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Detalles Bibliográficos
Autores principales: Lin, Weiqiang, Ji, Jiadong, Su, Kuan-Jui, Qiu, Chuan, Tian, Qing, Zhao, Lan-Juan, Luo, Zhe, Shen, Hui, Wu, Chong, Deng, Hongwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515867/
https://www.ncbi.nlm.nih.gov/pubmed/37745599
http://dx.doi.org/10.1101/2023.09.12.557189