1992 …2023
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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

  • 8 Similar Profiles
Learning systems Engineering & Materials Science
Bayesian networks Engineering & Materials Science
Gene expression Engineering & Materials Science
Support vector machines Engineering & Materials Science
Microarrays Engineering & Materials Science
Feature extraction Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Learning Medicine & Life Sciences

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Projects 2014 2023

Epigenomics
Comparative Effectiveness Research
Radiology
Education

Research Output 1992 2017

3 Citations

Machine learning methods to predict child posttraumatic stress: A proof of concept study

Saxe, G. N., Ma, S., Ren, J. & Aliferis, C., Jul 10 2017, In : BMC Psychiatry. 17, 1, 223.

Research output: Contribution to journalArticle

Post-Traumatic Stress Disorders
Hospitalized Child
Wounds and Injuries
Child Care
Machine Learning
8 Citations

A complex systems approach to causal discovery in psychiatry

Saxe, G. N., Statnikov, A., Fenyo, D., Ren, J., Li, Z., Prasad, M., Wall, D., Bergman, N., Briggs, E. C. & Aliferis, C., Mar 1 2016, In : PloS one. 11, 3, e0151174.

Research output: Contribution to journalArticle

Systems Analysis
Psychiatry
Large scale systems
behavior disorders
Validation Studies

An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation

Ma, S., Kemmeren, P., Aliferis, MD, PhD, C. & Statnikov, A., Mar 4 2016, In : Scientific reports. 6, 22558.

Research output: Contribution to journalArticle

Problem-Based Learning
Genes
Costs and Cost Analysis
Saccharomyces cerevisiae
Transcription Factors

Computational Methods for Unraveling Temporal Brain Connectivity Data

Ray, B., Statnikov, A. & Aliferis, C., Jan 1 2015, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2015, p. 2043-2052 10 p.

Research output: Contribution to journalArticle

Brain
Learning
ROC Curve
Gold
Area Under Curve
26 Citations

Low-grade inflammation in symptomatic knee osteoarthritis: Prognostic value of inflammatory plasma lipids and peripheral blood leukocyte biomarkers

Attur, M., Krasnokutsky, S., Statnikov, A., Samuels, J., Li, Z., Friese, O., Hellio Le Graverand-Gastineau, M. P., Rybak, L., Kraus, V. B., Jordan, J. M., Aliferis, MD, PhD, C. & Abramson, S. B., Nov 1 2015, In : Arthritis and Rheumatology. 67, 11, p. 2905-2915 11 p.

Research output: Contribution to journalArticle

Knee Osteoarthritis
Knee
Leukocytes
Biomarkers
Inflammation