Implications of Peak Selection in the Interpretation of Unsupervised Mass Spectrometry Imaging Data Analyses-Reference-Cited by-同舟云学术

Implications of Peak Selection in the Interpretation of Unsupervised Mass Spectrometry Imaging Data Analyses

Published:2021-01-04 Issue:4 Volume:93 Page:2309-2316
ISSN:0003-2700
Container-title:Analytical Chemistry
language:en
Short-container-title:Anal. Chem.

Author:

Murta Teresa¹^ORCID,Steven Rory T.¹^ORCID,Nikula Chelsea J.¹^ORCID,Thomas Spencer A.¹,Zeiger Lucas B.²³,Dexter Alex¹^ORCID,Elia Efstathios A.¹^ORCID,Yan Bin¹^ORCID,Campbell Andrew D.²,Goodwin Richard J. A.⁴⁵,Takáts Zoltan⁶^ORCID,Sansom Owen J.²³,Bunch Josephine¹⁶⁷

Affiliation:

1. National Centre of Excellence in Mass Spectrometry Imaging (NiCE-MSI), National Physical Laboratory, Teddington TW11 0WL, U.K.

2. Cancer Research UK Beatson Institute, Glasgow G61 1BD, U.K.

3. Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow G61 1QH, U.K.

4. Imaging and AI, Clinical Pharmacology and Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge CB4 0WG, U.K.

5. Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, U.K.

6. Department of Metabolism, Digestion and Reproduction, Imperial College London, London SW7 2AZ, U.K.

7. The Rosalind Franklin Institute, Oxfordshire OX11 0FA, U.K.

Funder

Cancer Research UK

Publisher

American Chemical Society (ACS)

Subject

Analytical Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.analchem.0c04179

Reference44 articles.

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2. Multisensor Imaging—From Sample Preparation to Integrated Multimodal Interpretation of LA-ICPMS and MALDI MS Imaging Data

3. Mass Spectrometry Imaging: A Review of Emerging Advancements and Future Insights

4. Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry

5. Arthur, D.; Vassilvitskii, S. K-Means++: The Advantages of Careful Seeding.

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