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Robert Van Vorstenbosch
Robert Van Vorstenbosch
在 uu.nl 的电子邮件经过验证
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Constructing bi-plots for random forest: Tutorial
L Blanchet, R Vitale, R van Vorstenbosch, G Stavropoulos, J Pender, ...
Analytica chimica acta 1131, 146-155, 2020
452020
Systematic review: contribution of the gut microbiome to the volatile metabolic fingerprint of colorectal neoplasia
R van Vorstenbosch, HR Cheng, D Jonkers, J Penders, E Schoon, ...
Metabolites 13 (1), 55, 2022
212022
Random forest and ensemble methods
G Stavropoulos, R van Vorstenbosch, F van Schooten, ...
Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, 661-672, 2020
172020
Detecting colorectal adenomas and cancer using volatile organic compounds in exhaled breath: a proof-of-principle study to improve screening
HR Cheng, RWR van Vorstenbosch, DM Pachen, LWT Meulen, ...
Clinical and Translational Gastroenterology 13 (11), e00518, 2022
102022
Changes of breath volatile organic compounds in healthy volunteers following segmental and inhalation endotoxin challenge
O Holz, R van Vorstenbosch, F Guenther, S Schuchardt, F Trinkmann, ...
Journal of Breath Research 16 (3), 037102, 2022
102022
Advanced data fusion: Random forest proximities and pseudo-sample principle towards increased prediction accuracy and variable interpretation
G Stavropoulos, R van Vorstenbosch, DMAE Jonkers, J Penders, JE Hill, ...
Analytica Chimica Acta 1183, 339001, 2021
102021
The optimization and comparison of two high-throughput faecal headspace sampling platforms: the microchamber/thermal extractor and hi-capacity sorptive extraction probes (HiSorb)
R van Vorstenbosch, A Mommers, D Pachen, FJ van Schooten, ...
Journal of Breath Research 18 (2), 026007, 2024
22024
The Detection of Primary Sclerosing Cholangitis Using Volatile Metabolites in Fecal Headspace and Exhaled Breath
R van Vorstenbosch, K van Munster, D Pachen, A Mommers, ...
Metabolites 14 (1), 23, 2023
12023
3.35-Deep Learning Theoretical Chapter for Chemometrician
R van Vorstenbosch, A Blanchet-Smolinska, L Blanchet
Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, 723-739, 2020
12020
A prospective exploration of the urban exposome in relation to headache in the Dutch population-based Occupational and environmental health cohort study (AMIGO)
E Traini, L Portengen, H Ohanyan, R van Vorstenbosch, R Vermeulen, ...
Environment International, 108776, 2024
2024
The potential of Volatile Organic Compounds to diagnose Primary Sclerosing Cholangitis
R van Vorstenbosch, K van Munster, G Stavropoulos, D Pachen, ...
JHEP Reports, 101103, 2024
2024
Searching for non-invasive volatile biomarkers for colorectal cancer in stool headspace and exhaled breath: Standardised sampling and analysis
J Beauchamp, A Smolinska, R Vorstenbosch, T Ligor, L Schlund, ...
2019
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