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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
402020
Random forest and ensemble methods
G Stavropoulos, R van Vorstenbosch, F van Schooten, ...
Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, 661-672, 2020
172020
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
142022
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
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
92022
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
82022
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
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
2024
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
2023
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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