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Towards a New Qualitative Screening Assay for Synthetic Cannabinoids Using Metabolomics and Machine Learning.
Clin Chem. 2022 Jun 1;68(6):848-855. doi: 10.1093/clinchem/hvac045.
Clin Chem. 2022.
PMID: 35323873
A machine learning approach for handling big data produced by high resolution mass spectrometry after data independent acquisition of small molecules - Proof of concept study using an artificial neural network for sample classification.
Streun GL, Elmiger MP, Dobay A, Ebert L, Kraemer T.
Streun GL, et al.
Drug Test Anal. 2020 Jun;12(6):836-845. doi: 10.1002/dta.2775. Epub 2020 Feb 6.
Drug Test Anal. 2020.
PMID: 31997574
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Interpretable machine learning model to detect chemically adulterated urine samples analyzed by high resolution mass spectrometry.
Streun GL, Steuer AE, Ebert LC, Dobay A, Kraemer T.
Streun GL, et al.
Clin Chem Lab Med. 2021 Mar 22;59(8):1392-1399. doi: 10.1515/cclm-2021-0010. Print 2021 Jul 27.
Clin Chem Lab Med. 2021.
PMID: 33742969
Free article.
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Human Metabolome Changes after a Single Dose of 3,4-Methylenedioxymethamphetamine (MDMA) with Special Focus on Steroid Metabolism and Inflammation Processes.
Boxler MI, Streun GL, Liechti ME, Schmid Y, Kraemer T, Steuer AE.
Boxler MI, et al. Among authors: streun gl.
J Proteome Res. 2018 Aug 3;17(8):2900-2907. doi: 10.1021/acs.jproteome.8b00438. Epub 2018 Jul 13.
J Proteome Res. 2018.
PMID: 29947220
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