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Are random forests better than support vector machines for microarray-based cancer classification?
Statnikov A, Aliferis CF. Statnikov A, et al. Among authors: aliferis cf. AMIA Annu Symp Proc. 2007 Oct 11;2007:686-90. AMIA Annu Symp Proc. 2007. PMID: 18693924 Free PMC article.
The FAST-AIMS Clinical Mass Spectrometry Analysis System.
Fananapazir N, Statnikov A, Aliferis CF. Fananapazir N, et al. Among authors: aliferis cf. Adv Bioinformatics. 2009;2009:598241. doi: 10.1155/2009/598241. Epub 2009 Jul 9. Adv Bioinformatics. 2009. PMID: 19956420 Free PMC article.
A novel information retrieval model for high-throughput molecular medicine modalities.
Wehbe FH, Brown SH, Massion PP, Gadd CS, Masys DR, Aliferis CF. Wehbe FH, et al. Among authors: aliferis cf. Cancer Inform. 2009 Feb 9;8:1-17. doi: 10.4137/cin.s964. Cancer Inform. 2009. PMID: 19458790 Free PMC article.
A comparison of impact factor, clinical query filters, and pattern recognition query filters in terms of sensitivity to topic.
Fu LD, Wang L, Aphinyanagphongs Y, Aliferis CF. Fu LD, et al. Among authors: aliferis cf. Stud Health Technol Inform. 2007;129(Pt 1):716-20. Stud Health Technol Inform. 2007. PMID: 17911810
GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression data.
Statnikov A, Tsamardinos I, Dosbayev Y, Aliferis CF. Statnikov A, et al. Among authors: aliferis cf. Int J Med Inform. 2005 Aug;74(7-8):491-503. doi: 10.1016/j.ijmedinf.2005.05.002. Int J Med Inform. 2005. PMID: 15967710
Text categorization models for high-quality article retrieval in internal medicine.
Aphinyanaphongs Y, Tsamardinos I, Statnikov A, Hardin D, Aliferis CF. Aphinyanaphongs Y, et al. Among authors: aliferis cf. J Am Med Inform Assoc. 2005 Mar-Apr;12(2):207-16. doi: 10.1197/jamia.M1641. Epub 2004 Nov 23. J Am Med Inform Assoc. 2005. PMID: 15561789 Free PMC article.
A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.
Statnikov A, Aliferis CF, Tsamardinos I, Hardin D, Levy S. Statnikov A, et al. Among authors: aliferis cf. Bioinformatics. 2005 Mar 1;21(5):631-43. doi: 10.1093/bioinformatics/bti033. Epub 2004 Sep 16. Bioinformatics. 2005. PMID: 15374862
Methods for multi-category cancer diagnosis from gene expression data: a comprehensive evaluation to inform decision support system development.
Statnikov A, Aliferis CF, Tsamardinos I. Statnikov A, et al. Among authors: aliferis cf. Stud Health Technol Inform. 2004;107(Pt 2):813-7. Stud Health Technol Inform. 2004. PMID: 15360925
Learning Boolean queries for article quality filtering.
Aphinyanaphongs Y, Aliferis CF. Aphinyanaphongs Y, et al. Among authors: aliferis cf. Stud Health Technol Inform. 2004;107(Pt 1):263-7. Stud Health Technol Inform. 2004. PMID: 15360815
A novel algorithm for scalable and accurate Bayesian network learning.
Brown LE, Tsamardinos I, Aliferis CF. Brown LE, et al. Among authors: aliferis cf. Stud Health Technol Inform. 2004;107(Pt 1):711-5. Stud Health Technol Inform. 2004. PMID: 15360905
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