PubMed

Factors influencing the statistical power of complex data analysis protocols for molecular signature development from microarray data.

Aliferis CF, Statnikov A, Tsamardinos I, Schildcrout JS, Shepherd BE, Harrell FE Jr.

PLoS One. 2009;4(3):e4922. Epub 2009 Mar 17.PMID: 19290050 [PubMed - indexed for MEDLINE]Related articlesFree article

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification.

Statnikov A, Wang L, Aliferis CF.

BMC Bioinformatics. 2008 Jul 22;9:319.PMID: 18647401 [PubMed - indexed for MEDLINE]Related articlesFree article

Text categorization models for identifying unproven cancer treatments on the web.

Aphinyanaphongs Y, Aliferis C.

Stud Health Technol Inform. 2007;129(Pt 2):968-72.PMID: 17911859 [PubMed - indexed for MEDLINE]Related articles

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.

Stud Health Technol Inform. 2007;129(Pt 1):716-20.PMID: 17911810 [PubMed - indexed for MEDLINE]Related articles

Effects of environment, genetics and data analysis pitfalls in an esophageal cancer genome-wide association study.

Statnikov A, Li C, Aliferis CF.

PLoS One. 2007 Sep 26;2(9):e958.PMID: 17895998 [PubMed - indexed for MEDLINE]Related articlesFree article

Prospective validation of text categorization filters for identifying high-quality, content-specific articles in MEDLINE.

Aphinyanaphongs Y, Aliferis C.

AMIA Annu Symp Proc. 2006:6-10.PMID: 17238292 [PubMed - indexed for MEDLINE]Related articlesFree article

A comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documents.

Aphinyanaphongs Y, Statnikov A, Aliferis CF.

J Am Med Inform Assoc. 2006 Jul-Aug;13(4):446-55. Epub 2006 Apr 18.PMID: 16622165 [PubMed - indexed for MEDLINE]Related articlesFree article

GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression data.

Statnikov A, Tsamardinos I, Dosbayev Y, Aliferis CF.

Int J Med Inform. 2005 Aug;74(7-8):491-503.PMID: 15967710 [PubMed - indexed for MEDLINE]Related articles

Text categorization models for high-quality article retrieval in internal medicine.

Aphinyanaphongs Y, Tsamardinos I, Statnikov A, Hardin D, Aliferis CF.

J Am Med Inform Assoc. 2005 Mar-Apr;12(2):207-16. Epub 2004 Nov 23.PMID: 15561789 [PubMed - indexed for MEDLINE]Related articlesFree article

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

Statnikov A, Aliferis CF, Tsamardinos I, Hardin D, Levy S.

Bioinformatics. 2005 Mar 1;21(5):631-43. Epub 2004 Sep 16.PMID: 15374862 [PubMed - indexed for MEDLINE]Related articlesFree article

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.

Stud Health Technol Inform. 2004;107(Pt 2):813-7.PMID: 15360925 [PubMed - indexed for MEDLINE]Related articles

A novel algorithm for scalable and accurate Bayesian network learning.

Brown LE, Tsamardinos I, Aliferis CF.

Stud Health Technol Inform. 2004;107(Pt 1):711-5.PMID: 15360905 [PubMed - indexed for MEDLINE]Related articles