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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.

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
Epigenomics

Research Output 1992 2019

Open Access
Cellular Microenvironment
Tumor Microenvironment
Factorization
tumor
Tumors

De novo prediction of cell-type complexity in single-cell RNA-seq and tumor microenvironments

Woo, J., Winterhoff, B. J., Starr, T., Aliferis, MD, PhD, C. & Wang, J., Jan 1 2019, In : Life Science Alliance. 2, 4, e201900443.

Research output: Contribution to journalArticle

Open Access
Tumor Microenvironment
Factorization
tumor
RNA
Tumors

Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions

Winterhoff, B. J., Kommoss, S., Heitz, F., Konecny, G. E., Dowdy, S. C., Mullany, S. A., Park-Simon, T. W., Baumann, K., Hilpert, F., Brucker, S., du Bois, A., Schröder, W., Burges, A., Shen, S., Wang, J., Tourani, R., Ma, S., Pfisterer, J. & Aliferis, MD, PhD, C., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 1093-1102 10 p.

Research output: Contribution to journalArticle

Medical Informatics
Precision Medicine
Ovarian Neoplasms
Economics
Informatics
8 Citations (Scopus)

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
10 Citations (Scopus)

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