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Analytical Methods
Article . 2025 . Peer-reviewed
License: CC BY
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https://doi.org/10.26434/chemr...
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Article . 2025
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Analytical Methods
Article . 2025
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End-to-end workflows for liquid biopsy biotyping analysis using combined MALDI MS and machine learning approach

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2025 English Publisher:Royal Society of Chemistry (RSC)Journal:Analytical Methods, volume 17, pages 9,909-9,914 (issn: 1759-9660, eissn: 1759-9679, Copyright policy )Funded by:EC | CREATIC
Authors: Lukáš Pečinka; Jaromíra Pantučková; Monika Vlachová; Lukáš Moráň; Tereza Růžičková; Petra Weselá; Lubomir Prokeš; +4 Authors

doi: 10.1039/d5ay01299f , 10.26434/chemrxiv-2025-kr3z2

pmid: 41347382

End-to-end workflows for liquid biopsy biotyping analysis using combined MALDI MS and machine learning approach

Abstract

Open-source R workflow enables end-to-end MALDI MS analysis and ML based classification of liquid biopsy for research and clinical implementation.

Related Organizations
Keywords

Machine Learning, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization, Liquid Biopsy, Humans, Reproducibility of Results, Workflow

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
hybrid
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