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Volatile Biomarkers for Human Health: From Nature to Artificial SensesCheck Access
Edited by
Hossam Haick
Hossam Haick
Technion-Israel Institute of Technology, Israel
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Hardback ISBN:
978-1-83916-430-9
PDF ISBN:
978-1-83916-699-0
EPUB ISBN:
978-1-83916-700-3
Special Collection:
2022 ebook collection
No. of Pages:
502
Publication date:
30 Sep 2022
Book Chapter
Chapter 24: Machine Learning and Artificial Intelligence Check Access
By
Santiago Marco
Santiago Marco
Institute for Bioengineering of Catalonia, The Barcelona Institute of Science and Technology
Baldiri Reixac 10-12
08028-Barcelona
Spain
[email protected]Department of Electronics and Biomedical Engineering, University of Barcelona
Martí I Franqués 1
08028-Barcelona
Spain
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Published:30 Sep 2022
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Special Collection: 2022 ebook collection
Page range:
454 - 471
Citation
S. Marco, in Volatile Biomarkers for Human Health
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Current untargeted volatilomics aimed at predicting phenotypes from the analysis of biofluids and discovering informative biomarkers are largely based on machine learning methods. This chapter reviews the main tools and challenges in the development of the predictive machine learning model from the study design to the validation phase. Biomarker discovery based on feature selection is also reviewed.
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