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Agnieszka Smolinska
Researcher at Maastricht University
Publications - 75
Citations - 2738
Agnieszka Smolinska is an academic researcher from Maastricht University. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 25, co-authored 62 publications receiving 2141 citations. Previous affiliations of Agnieszka Smolinska include Dartmouth College & Radboud University Nijmegen.
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Journal ArticleDOI
NMR and pattern recognition methods in metabolomics: from data acquisition to biomarker discovery: a review.
Agnieszka Smolinska,Lionel Blanchet,Lionel Blanchet,Lutgarde M. C. Buydens,Sybren S. Wijmenga +4 more
TL;DR: The developments in data acquisition and multivariate analysis of NMR-based metabolomics data are described, with particular emphasis on the metabolomics of Cerebrospinal Fluid and biomarker discovery in Multiple Sclerosis.
Journal ArticleDOI
The versatile use of exhaled volatile organic compounds in human health and disease
Agnes W. Boots,Joep J B N van Berkel,Jan W. Dallinga,Agnieszka Smolinska,Emile F Wouters,Frederik J. van Schooten +5 more
TL;DR: The currently available methodologies regarding sampling, sample analysis and data processing as well as their advantages and potential drawbacks are described and different application possibilities of VOC profiling are discussed.
Journal ArticleDOI
Current breathomics--a review on data pre-processing techniques and machine learning in metabolomics breath analysis.
Agnieszka Smolinska,A-Ch Hauschild,Rianne Fijten,Jan W. Dallinga,Jan Baumbach,F.J. van Schooten +5 more
TL;DR: The current state of the art in data pre-processing and multivariate analysis of breathomics data is described and the community is made aware of the existing data fusion methods, as yet unresearched in breathomics.
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Quantitative Proteomics and Metabolomics Analysis of Normal Human Cerebrospinal Fluid Samples
Marcel P. Stoop,Leon Coulier,Therese Rosenling,Shanna Shi,Agnieszka Smolinska,Lutgarde M. C. Buydens,Kirsten A.M. Ampt,Christoph Stingl,Adrie Dane,Bas Muilwijk,Ronald L. Luitwieler,Peter A. E. Sillevis Smitt,Rogier Q. Hintzen,Rainer Bischoff,Sybren S. Wijmenga,Thomas Hankemeier,Alain J. van Gool,Theo M. Luider +17 more
TL;DR: An understanding of the biological variation of proteins and metabolites in CSF of neurologically normal individuals appears to be essential for reliable interpretation of biomarker discovery studies for CNS disorders because such results may be influenced by natural inter-individual variations.
Journal ArticleDOI
Analysis of volatile organic compounds in exhaled breath to diagnose ventilator-associated pneumonia
Ronny M. Schnabel,Rianne Fijten,Agnieszka Smolinska,Jan W. Dallinga,Marie-Louise Boumans,Ellen E. Stobberingh,Agnes W. Boots,Paul Roekaerts,Dennis C J J Bergmans,Frederik J. van Schooten +9 more
TL;DR: The results suggest that detection of VAP in ICU patients is possible by examining exhaled breath, enabling a simple, safe and non-invasive approach that could diminish diagnostic burden of V AP.