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Pathway Enrichment Analysis for Untargeted Metabolomics

Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics, 2017
Metabolomics-based studies have provided critical insights across many applications and now offer researchers an opportunity to collect information about thousands of small molecules in-bulk through untargeted metabolomics. However, taking advantage of this new development requires accurate identification of metabolites and their biological ...
Vladimir Porokhin   +2 more
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Machine Learning in Untargeted Metabolomics Experiments

2018
Machine learning is a form of artificial intelligence (AI) that provides computers with the ability to learn generally without being explicitly programmed. Machine learning refers to the ability of computer programs to adapt when exposed to new data.
openaire   +2 more sources

Approaches in untargeted metabolomics

2022
Jacopo Troisi   +3 more
openaire   +1 more source

Improving key steps in untargeted metabolomics

2022
‘Non-targeted metabolomics’ zielt auf die umfassende Analyse kleiner Moleküle mit unter-schiedlichen chemischen Eigenschaften in Anbetracht ihrer Rolle in biologischen Systemen ab. Um mit dieser enormen Komplexität fertig zu werden, wurden hochmoderne analyti-sche Instrumente und bioinformatische Workflows entwickelt.
openaire   +1 more source

Treelet transform for untargeted metabolomics data

2014
In den letzten Jahrzehnten gab es zahlreiche Entwicklungen in der Metaboliterfassung in Gewebeproben – untargeted metabolomics [1] erfasst alle vorhandenen Verbindungen in einer biologischen Probe. Chromatographie und Massenspektrometrie ermöglichen eine präzisere Darstellung des menschlichen Metabolismus, welcher hunderte von Metaboliten und ihre ...
openaire   +2 more sources

Untargeted Metabolomics Revealed Metabolomic Profile in Patients with Primary Systemic Sclerosis

Applied Biochemistry and Biotechnology
Systemic sclerosis (SSc) is a systemic autoimmune disease characterized by increased morbidity and mortality. The intestinal microbiome and serum metabolites had been implicated in SSc, but the connection between the gut microbiome and serum metabolites remains poorly understood.
Jinling, Tang, Pinglang, Ruan, Zhu, Wei
openaire   +2 more sources

Metabolomics in cancer research and emerging applications in clinical oncology

Ca-A Cancer Journal for Clinicians, 2021
Daniel R Schmidt   +2 more
exaly  

Mass spectrometry-based metabolomics in microbiome investigations

Nature Reviews Microbiology, 2021
Anelize Bauermeister   +2 more
exaly  

Untargeted Metabolomics of Halophytes

2016
Manish Kumar Patel   +2 more
openaire   +2 more sources

Enhancing untargeted metabolomics using metadata-based source annotation

Nature Biotechnology, 2022
Michael J Meehan   +2 more
exaly  

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