Machine Learning ATR-FTIR Spectroscopy Data for the Screening of Collagen for ZooMS Analysis and mtDNA in Archaeological Bone

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posted on 2022-07-20, 09:03 authored by Manasij Pal chowdhuryManasij Pal chowdhury, Kaustabh Datta Choudhury, Geneviève Pothier‑Bouchard, Julien Riel-Salvatore, Fabio Negrino, Stefano Benazzi, Ludovic Slimak, Brenna Frasier, Vicki Szabo, Ramona Harrison, George Hambrecht, Andrew C. Kitchener, Roy A. Wogelius, Michael Buckley

Supplementary Tables for the article 'Machine Learning ATR-FTIR Spectroscopy Data for the Screening of Collagen for ZooMS Analysis and mtDNA in Archaeological Bone' for presentation with the University of Manchester Thesis 'Analysis of Proteins from Archaeological Artefacts, with a Focus on Ancient Human Diet'

Funding

Royal Society university research fellowship (UF120473)

Natural Environment Research Council (NE/J023426/1)

University of Manchester President's Doctoral Scholarship

Fonds Québécois pour la Recherche – Société et Culture (2016-NP-193048)

Social Sciences and Humanities Research Council of Canada (Insight Grant 435-2017-1520)

European Research Council (ERC) Horizon 2020 program (No 724046 - SUCCESS)

National Science Foundation (Arctic Social Science program; grant award #1503714)

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Keywords

Ancient biomolecules Random Forest ATR-FTIR aDNA ZooMS Machine learning

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CC BY 4.0

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