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A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes.
Aghaeepour N, Chattopadhyay P, Chikina M, Dhaene T, Van Gassen S, Kursa M, Lambrecht BN, Malek M, McLachlan GJ, Qian Y, Qiu P, Saeys Y, Stanton R, Tong D, Vens C, Walkowiak S, Wang K, Finak G, Gottardo R, Mosmann T, Nolan GP, Scheuermann RH, Brinkman RR. Aghaeepour N, et al. Among authors: vens c. Cytometry A. 2016 Jan;89(1):16-21. doi: 10.1002/cyto.a.22732. Epub 2015 Oct 8. Cytometry A. 2016. PMID: 26447924 Free PMC article.
Top-down clustering for protein subfamily identification.
Costa EP, Vens C, Blockeel H. Costa EP, et al. Among authors: vens c. Evol Bioinform Online. 2013 May 6;9:185-202. doi: 10.4137/EBO.S11609. Print 2013. Evol Bioinform Online. 2013. PMID: 23700359 Free PMC article.
Survival analysis with semi-supervised predictive clustering trees.
Roy B, Stepišnik T; Pooled Resource Open-Access ALS Clinical Trials Consortium; Vens C, Džeroski S. Roy B, et al. Among authors: vens c. Comput Biol Med. 2022 Feb;141:105001. doi: 10.1016/j.compbiomed.2021.105001. Epub 2021 Nov 3. Comput Biol Med. 2022. PMID: 34782112
Network inference with ensembles of bi-clustering trees.
Pliakos K, Vens C. Pliakos K, et al. Among authors: vens c. BMC Bioinformatics. 2019 Oct 28;20(1):525. doi: 10.1186/s12859-019-3104-y. BMC Bioinformatics. 2019. PMID: 31660848 Free PMC article.
81 results