Johan A. Westerhuis

13.6k total citations · 5 hit papers
155 papers, 10.4k citations indexed

About

Johan A. Westerhuis is a scholar working on Molecular Biology, Analytical Chemistry and Control and Systems Engineering. According to data from OpenAlex, Johan A. Westerhuis has authored 155 papers receiving a total of 10.4k indexed citations (citations by other indexed papers that have themselves been cited), including 69 papers in Molecular Biology, 64 papers in Analytical Chemistry and 28 papers in Control and Systems Engineering. Recurrent topics in Johan A. Westerhuis's work include Spectroscopy and Chemometric Analyses (64 papers), Metabolomics and Mass Spectrometry Studies (48 papers) and Fault Detection and Control Systems (26 papers). Johan A. Westerhuis is often cited by papers focused on Spectroscopy and Chemometric Analyses (64 papers), Metabolomics and Mass Spectrometry Studies (48 papers) and Fault Detection and Control Systems (26 papers). Johan A. Westerhuis collaborates with scholars based in Netherlands, South Africa and Spain. Johan A. Westerhuis's co-authors include Age K. Smilde, Huub C. J. Hoefsloot, Mariët J. van der Werf, Robert A. van den Berg, Ewoud J. J. van Velzen, Edoardo Saccenti, John F. MacGregor, Theodora Kourti, Stephen P. Gurden and John van Duynhoven and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Communications and Bioinformatics.

In The Last Decade

Johan A. Westerhuis

149 papers receiving 10.2k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Centering, scaling, and transformations: improving the biological information content of metabolomics data

2006 1.8k citations Huub C. J. Hoefsloot, Johan A. Westerhuis et al. profile →
Assessment of PLSDA cross validation

2008 1.1k citations Johan A. Westerhuis, Huub C. J. Hoefsloot et al. profile →
Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies

2011 663 citations Edoardo Saccenti, Age K. Smilde et al. profile →
Analysis of multiblock and hierarchical PCA and PLS models

1998 527 citations Johan A. Westerhuis et al. profile →
Reflections on univariate and multivariate analysis of metabolomics data

2013 460 citations Edoardo Saccenti, Huub C. J. Hoefsloot et al. profile →

Peers

Countries citing papers authored by Johan A. Westerhuis

Since Specialization

Citations

This map shows the geographic impact of Johan A. Westerhuis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Johan A. Westerhuis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Johan A. Westerhuis more than expected).

Fields of papers citing papers by Johan A. Westerhuis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Johan A. Westerhuis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Johan A. Westerhuis. The network helps show where Johan A. Westerhuis may publish in the future.

Co-authorship network of co-authors of Johan A. Westerhuis

This figure shows the co-authorship network connecting the top 25 collaborators of Johan A. Westerhuis. A scholar is included among the top collaborators of Johan A. Westerhuis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Johan A. Westerhuis. Johan A. Westerhuis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	parafac4microbiome: exploratory analysis of longitudinal microbiome data using parallel factor analysis 2025 ·mSystems ·(unknown), Johan A. Westerhuis, Anna Heintz‐Buschart, Age K. Smilde	0
2	A Data-Driven Approach to Link GC-MS and LC-MS with Sensory Attributes of Chicken Bouillon with Added Yeast-Derived Flavor Products in a Combined Prediction Model 2025 ·Metabolites ·(unknown), Carmen Díez-Simón, (unknown), Anne-Charlotte Dubbelman, Amy C. Harms, Johan A. Westerhuis, Doris M. Jacobs, (unknown), Margriet M. W. B. Hendriks, (unknown), Marco van den Berg, (unknown), Roland Mumm, Age K. Smilde, Robert D. Hall, Thomas Hankemeier	1
3	GcDUO: an open-source software for GC × GC–MS data analysis 2025 ·Briefings in Bioinformatics ·(unknown), Frans van der Kloet, (unknown), (unknown), Saer Samanipour, Pierre‐Hugues Stefanuto, Johan A. Westerhuis, Raquel Cumeras, J. Brezmes	0
4	Analysis of Variance for High‐Dimensional Data 2025 ·Age K. Smilde, Federico Marini, Johan A. Westerhuis, Kristian Hovde Liland	0
5	Multi-way modelling of oral microbial dynamics and host-microbiome interactions during induced gingivitis 2024 ·npj Biofilms and Microbiomes ·(unknown), Bernd W. Brandt, Bart J. F. Keijser, Monique H. van der Veen, C.M.C. Volgenant, Egija Zaura, Age K. Smilde, Johan A. Westerhuis, Anna Heintz‐Buschart	3
6	Elevation of fatty acid desaturase 2 in esophageal adenocarcinoma increases polyunsaturated lipids and may exacerbate bile acid‐induced DNA damage 2022 ·Clinical and Translational Medicine ·Jeffrey Molendijk, Cathryn M. Kolka, (unknown), Sandra Brosda, Ahmed Mohamed, Alok K. Shah, Ian Brown, Mark P. Hodson, Thomas Hennessy, Guanghao Liu, Thomas Stoll, Renée S. Richards, Michael G. Gartside, Kalpana Patel, Nicholas J. Clemons, Wayne A. Phillips, Andrew P. Barbour, Johan A. Westerhuis, Michelle M. Hill	14
7	Flavor Profiling Using Comprehensive Mass Spectrometry Analysis of Metabolites in Tomato Soups 2022 ·Metabolites ·(unknown), (unknown), Carmen Díez-Simón, Naama Karu, Anne-Charlotte Dubbelman, Amy C. Harms, Johan A. Westerhuis, Doris M. Jacobs, (unknown), Margriet M. W. B. Hendriks, (unknown), Marco van den Berg, (unknown), Roland Mumm, Robert D. Hall, Age K. Smilde, Thomas Hankemeier	2
8	Harmonization of quality metrics and power calculation in multi-omic studies 2020 ·Nature Communications ·Sonia Tarazona, Leandro Balzano‐Nogueira, David Gómez-Cabrero, Andreas Schmidt, Axel Imhof, Thomas Hankemeier, Jesper Tegnér, Johan A. Westerhuis, Ana Conesa	65
9	iTOP: inferring the topology of omics data 2018 ·Bioinformatics ·Nanne Aben, Johan A. Westerhuis, (unknown), Henk A. L. Kiers, Magali Michaut, Age K. Smilde, Lodewyk F.A. Wessels	12
10	Lipidomic Response to Coffee Consumption 2018 ·Nutrients ·Alan Kuang, Iris Erlund, Christian Herder, Johan A. Westerhuis, Jaakko Tuomilehto, Marilyn C. Cornelis	29
11	Variable selection and validation in multivariate modelling 2018 ·Bioinformatics ·Lin Shi, Johan A. Westerhuis, (unknown), Rikard Landberg, Carl Brunius	142
12	Separating common from distinctive variation 2016 ·BMC Bioinformatics ·Frans van der Kloet, Patricia Sebastián-León, Ana Conesa, Age K. Smilde, Johan A. Westerhuis	18
13	Identifying inhibitory compounds in lignocellulosic biomass hydrolysates using an exometabolomics approach 2014 ·BMC Biotechnology ·(unknown), Johan A. Westerhuis, Bas Muilwijk, Karin Overkamp, Bernadien M. Nijmeijer, L Coulier, Age K. Smilde, Peter J. Punt	61
14	Network Identification of Hormonal Regulation 2014 ·PLoS ONE ·Daniël J. Vis, Johan A. Westerhuis, Huub C. J. Hoefsloot, Ferdinand Roelfsema, J. van der Greef, Margriet M. W. B. Hendriks, Age K. Smilde	7
15	Simplivariate Models: Uncovering the Underlying Biology in Functional Genomics Data 2011 ·PLoS ONE ·Edoardo Saccenti, Johan A. Westerhuis, Age K. Smilde, Mariët J. van der Werf, Jos A. Hageman, Margriet M. W. B. Hendriks	14
16	Understanding ligand diversity. 2007 ·UvA-DARE (University of Amsterdam) ·Johan A. Westerhuis, Jos A. Hageman, Hans‐Werner Frühauf, Gadi Rothenberg	1
17	Theoretical framework for real time release of pharmaceutical products. 2006 ·UvA-DARE (University of Amsterdam) ·Erik Skibsted, Johan A. Westerhuis, Age K. Smilde, Dirk T. Witte	1
18	New background correction method for liquid chromatography with diode array detection, infrared spectroscopic detection and Raman spectroscopic detection 2004 ·Journal of Chromatography A ·Hans F. M. Boelens, Reyer J. Dijkstra, Paul H.C. Eilers, (unknown), Johan A. Westerhuis	144
19	Monitoring the future of chemical reactions 2003 ·UvA-DARE (University of Amsterdam) ·Gadi Rothenberg, Hans F. M. Boelens, David Iron, Johan A. Westerhuis	5
20	Fourier-transform Raman spectroscopic on-line monitoring 2001 ·Macromolecular Rapid Communications ·Friedhelm Bandermann, (unknown), Slobodan Šašić, Y. Ozaki, (unknown), Johan A. Westerhuis, Heinz W. Siesler	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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