Vân Anh Huynh‐Thu

10.1k total citations · 2 hit papers
26 papers, 5.2k citations indexed

About

Vân Anh Huynh‐Thu is a scholar working on Molecular Biology, Genetics and Immunology. According to data from OpenAlex, Vân Anh Huynh‐Thu has authored 26 papers receiving a total of 5.2k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Molecular Biology, 6 papers in Genetics and 4 papers in Immunology. Recurrent topics in Vân Anh Huynh‐Thu's work include Gene Regulatory Network Analysis (9 papers), Gene expression and cancer classification (8 papers) and Bioinformatics and Genomic Networks (7 papers). Vân Anh Huynh‐Thu is often cited by papers focused on Gene Regulatory Network Analysis (9 papers), Gene expression and cancer classification (8 papers) and Bioinformatics and Genomic Networks (7 papers). Vân Anh Huynh‐Thu collaborates with scholars based in Belgium, United Kingdom and France. Vân Anh Huynh‐Thu's co-authors include Pierre Geurts, Alexandre Irrthum, Louis Wehenkel, Gert Hulselmans, Stein Aerts, Jasper Wouters, Jean‐Christophe Marine, Joost van den Oord, Carmen Bravo González‐Blas and Sara Aibar and has published in prestigious journals such as Bioinformatics, PLoS ONE and Nature Methods.

In The Last Decade

Vân Anh Huynh‐Thu

24 papers receiving 5.1k citations

Hit 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.

SCENIC: single-cell regulatory network inference and clustering

2017 3.1k citations Sara Aibar, Carmen Bravo González‐Blas et al. Nature Methods profile →
Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

2010 1.3k citations Vân Anh Huynh‐Thu, Alexandre Irrthum et al. PLoS ONE profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Vân Anh Huynh‐Thu Belgium	14	3.7k	1.2k	745	587	331	26	5.2k
Carmen Bravo González‐Blas Belgium	14	3.4k 0.9×	1.2k 1.0×	783 1.1×	671 1.1×	309 0.9×	16	4.7k
Davide Risso United States	25	4.3k 1.1×	928 0.7×	1.1k 1.5×	581 1.0×	312 0.9×	47	6.0k
Aaron T. L. Lun Australia	31	4.7k 1.3×	1.4k 1.1×	1.1k 1.4×	514 0.9×	285 0.9×	44	6.3k
Hannah A. Pliner United States	13	5.1k 1.4×	1.3k 1.1×	1.2k 1.6×	671 1.1×	362 1.1×	14	6.3k
Junyue Cao United States	19	4.1k 1.1×	956 0.8×	811 1.1×	425 0.7×	211 0.6×	40	5.3k
Prapti Pokharel United States	4	2.9k 0.8×	1.1k 0.9×	688 0.9×	537 0.9×	291 0.9×	5	4.0k
Lena Christiansen United States	10	4.1k 1.1×	894 0.7×	930 1.2×	440 0.7×	181 0.5×	13	5.0k
Charlotte Soneson Switzerland	31	2.8k 0.7×	795 0.6×	810 1.1×	892 1.5×	310 0.9×	69	4.5k
Gert Hulselmans Belgium	22	4.4k 1.2×	1.7k 1.3×	1.0k 1.4×	1.0k 1.8×	458 1.4×	30	6.3k
Zeynep Kalender Atak Belgium	17	3.4k 0.9×	1.4k 1.1×	831 1.1×	893 1.5×	379 1.1×	23	4.9k

Countries citing papers authored by Vân Anh Huynh‐Thu

Since Specialization

Citations

This map shows the geographic impact of Vân Anh Huynh‐Thu'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 Vân Anh Huynh‐Thu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Vân Anh Huynh‐Thu more than expected).

Fields of papers citing papers by Vân Anh Huynh‐Thu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Vân Anh Huynh‐Thu. 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 Vân Anh Huynh‐Thu. The network helps show where Vân Anh Huynh‐Thu may publish in the future.

Co-authorship network of co-authors of Vân Anh Huynh‐Thu

This figure shows the co-authorship network connecting the top 25 collaborators of Vân Anh Huynh‐Thu. A scholar is included among the top collaborators of Vân Anh Huynh‐Thu 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 Vân Anh Huynh‐Thu. Vân Anh Huynh‐Thu 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

Huynh‐Thu, Vân Anh, et al.. (2025). Hybrid additive modeling with partial dependence for supervised regression and dynamical systems forecasting. Machine Learning. 114(3).

Pierre, Nicolas, Vân Anh Huynh‐Thu, Dominique Baiwir, et al.. (2024). Serum proteome signatures associated with ileal and colonic ulcers in Crohn's disease. Journal of Proteomics. 302. 105199–105199.

Pierre, Nicolas, Vân Anh Huynh‐Thu, Dominique Baiwir, et al.. (2024). External validation of serum biomarkers predicting short-term and mid/long-term relapse in patients with Crohn’s disease stopping infliximab. Gut. 73(12). gutjnl–2024. 1 indexed citations

Pierre, Nicolas, Vân Anh Huynh‐Thu, Dominique Baiwir, et al.. (2023). OP02 Distinct biological profiles associated with the risk of short-term relapse and mid/long-term relapse in Crohn’s disease patients stopping infliximab. Journal of Crohn s and Colitis. 17(Supplement_1). i3–i6. 1 indexed citations

Huynh‐Thu, Vân Anh & Pierre Geurts. (2023). Optimizing model-agnostic random subspace ensembles. Machine Learning. 113(2). 993–1042. 1 indexed citations

Pierre, Nicolas, Vân Anh Huynh‐Thu, Thomas Marichal, et al.. (2022). Distinct blood protein profiles associated with the risk of short-term and mid/long-term clinical relapse in patients with Crohn’s disease stopping infliximab: when the remission state hides different types of residual disease activity. Gut. 72(3). 443–450. 16 indexed citations

Pierre, Nicolas, Dominique Baiwir, Vân Anh Huynh‐Thu, et al.. (2020). Discovery of biomarker candidates associated with the risk of short-term and mid/long-term relapse after infliximab withdrawal in Crohn’s patients: a proteomics-based study. Gut. 70(8). 1450–1457. 26 indexed citations

Huynh‐Thu, Vân Anh & Pierre Geurts. (2018). Unsupervised Gene Network Inference with Decision Trees and Random Forests. Methods in molecular biology. 1883. 195–215. 13 indexed citations

Huynh‐Thu, Vân Anh & Pierre Geurts. (2018). dynGENIE3: dynamical GENIE3 for the inference of gene networks from time series expression data. Scientific Reports. 8(1). 3384–3384. 147 indexed citations

10.

Huynh‐Thu, Vân Anh & Guido Sanguinetti. (2018). Tree-Based Learning of Regulatory Network Topologies and Dynamics with Jump3. Methods in molecular biology. 1883. 217–233. 2 indexed citations

11.

Aibar, Sara, Carmen Bravo González‐Blas, Thomas Moerman, et al.. (2017). SCENIC: single-cell regulatory network inference and clustering. Nature Methods. 14(11). 1083–1086. 3087 indexed citations breakdown →

12.

Milligan, Laura, Vân Anh Huynh‐Thu, Clémentine Delan‐Forino, et al.. (2016). Strand‐specific, high‐resolution mapping of modified RNA polymerase II. Molecular Systems Biology. 12(6). 874–874. 40 indexed citations

13.

Ruyssinck, Joeri, Vân Anh Huynh‐Thu, Pierre Geurts, et al.. (2014). NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms. PLoS ONE. 9(3). e92709–e92709. 47 indexed citations

14.

Potier, Delphine, Kristofer Davie, Gert Hulselmans, et al.. (2014). Mapping Gene Regulatory Networks in Drosophila Eye Development by Large-Scale Transcriptome Perturbations and Motif Inference. Cell Reports. 9(6). 2290–2303. 50 indexed citations

15.

Josse, Claire, Nassim Bouznad, Pierre Geurts, et al.. (2013). Identification of a microRNA landscape targeting the PI3K/Akt signaling pathway in inflammation-induced colorectal carcinogenesis. American Journal of Physiology-Gastrointestinal and Liver Physiology. 306(3). G229–G243. 65 indexed citations

16.

Bogie, Jeroen F. J., Vân Anh Huynh‐Thu, Alexandre Irrthum, et al.. (2012). Myelin-Derived Lipids Modulate Macrophage Activity by Liver X Receptor Activation. PLoS ONE. 7(9). e44998–e44998. 65 indexed citations

17.

Garbacki, Nancy, Emmanuel Di Valentin, Vân Anh Huynh‐Thu, et al.. (2011). MicroRNAs Profiling in Murine Models of Acute and Chronic Asthma: A Relationship with mRNAs Targets. PLoS ONE. 6(1). e16509–e16509. 122 indexed citations

18.

Huynh‐Thu, Vân Anh, Alexandre Irrthum, Louis Wehenkel, Yvan Saeys, & Pierre Geurts. (2011). Inferring gene regulatory networks from expression data using tree-based methods. Open Repository and Bibliography (University of Liège). 3 indexed citations

19.

Huynh‐Thu, Vân Anh, Alexandre Irrthum, Louis Wehenkel, Yvan Saeys, & Pierre Geurts. (2010). Regulatory network inference with GENIE3: application to the DREAM5 challenge. Open Repository and Bibliography (University of Liège). 2 indexed citations

20.

Huynh‐Thu, Vân Anh, Alexandre Irrthum, Louis Wehenkel, & Pierre Geurts. (2010). Inferring Regulatory Networks from Expression Data Using Tree-Based Methods. PLoS ONE. 5(9). e12776–e12776. 1257 indexed citations breakdown →

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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