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 | 45 | 2020 |
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 | 21 | 2022 |
Random forest and ensemble methods G Stavropoulos, R van Vorstenbosch, F van Schooten, ... Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, 661-672, 2020 | 17 | 2020 |
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 | 10 | 2022 |
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 | 10 | 2022 |
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 | 10 | 2021 |
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 | 2 | 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 | 1 | 2023 |
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 | 1 | 2020 |
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 |