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Spectrum adapted expectation-maximization algorithm for high-throughput peak shift analysis

We introduce a spectrum-adapted expectation-maximization (EM) algorithm for high-throughput analysis of a large number of spectral datasets by considering the weight of the intensity corresponding to the measurement energy steps. Proposed method was applied to synthetic data in order to evaluate the...

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Bibliografiske detaljer
Udgivet i:Sci Technol Adv Mater
Main Authors: Matsumura, Tarojiro, Nagamura, Naoka, Akaho, Shotaro, Nagata, Kenji, Ando, Yasunobu
Format: Artigo
Sprog:Inglês
Udgivet: Taylor & Francis 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6598525/
https://ncbi.nlm.nih.gov/pubmed/31275463
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/14686996.2019.1620123
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