Automated biomarker candidate discovery in imaging mass spectrometry data through spatially localized Shapley additive explanations-Reference-Cited by-同舟云学术

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Automated biomarker candidate discovery in imaging mass spectrometry data through spatially localized Shapley additive explanations

Published:2021-09 Issue: Volume:1177 Page:338522
ISSN:0003-2670
Container-title:Analytica Chimica Acta
language:en
Short-container-title:Analytica Chimica Acta

Author:

Tideman Leonoor E.M.,Migas Lukasz G.,Djambazova Katerina V.,Patterson Nathan Heath,Caprioli Richard M.,Spraggins Jeffrey M.,Van de Plas Raf

Funder

National Eye Institute

National Institute of Allergy and Infectious Diseases

National Institute of Diabetes and Digestive and Kidney Diseases

European Commission

Dutch Research Council

National Science Foundation

National Institutes of Health

Publisher

Elsevier BV

Subject

Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Reference70 articles.

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2. Protein biomarker discovery and validation: the long and uncertain path to clinical utility.”;Rifai;Nat. Biotechnol.,2006

3. Advances in mass spectrometry-based clinical biomarker discovery;Crutchfield;Clin. Proteonomics,2016

4. Omics-based molecular target and biomarker identification;Hu;Methods Mol. Biol.,2011

5. Mass spectrometry imaging to detect lipid biomarkers and disease signatures in cancer;Holzlechner;Canc. Rep.,2019

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