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Constantin Aliferis, MD, PhD

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.

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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2014 2023

University of Minnesota Clinical and Translational Scien

Blazar, B. R., AbuSalah, A. M., Adam, T. J., Aliferis, MD, PhD, C., Allen, J., Beckman, K. B., Billings, J. L., Bloomfield, H. E., Bornsztein, B., Brearley, A. M., Call, K. T., Chi, C., Clancy, T. R., Connett, J. E., Daniels, B. S., Eder, M., El-Fakahany, E. E., Fischer, G., Fulkerson, J., Garwood, M., Georgopoulos, A. P., Guan, W., Henderson, J. N., Hodges, J. S., Ingbar, D. H., Jones-Webb, R. J., Jordan, C., Karypis, G., Knights, D., Kumar, V., LeBien, T. W., Lim, K. O., Ma, S., Melton-Meaux, G. B., Myers, C. L., Neuhauser, C., Oakes, M., Okuyemi, K., Pakhomov, S. V., Panoskaltsis-Mortari, A., Pieczkiewicz, D. S., Raymond, N. C., Riggs, S., Rudser, K., Ruggles, S., Schacker, T. W., Schleiss, M. R., Shekhar, S., Shen, S., Simon, G. J., Ugurbil, K., Vock, D. M., Volkov, B. B., Wang, J., Warren, J. R., Weber-Main, A. M., Weisdorf, D. J., Wolf, S. M., Zellmer-Bruhn, M. E. & Zhang, R.

NIH NAT'L CTR FOR ADVANCING TRAN SCIENCE

3/30/18 → 2/28/23

Project: Research project

science

Epigenetic Mechanisms Promoting Longevity

Aliferis, MD, PhD, C. & Shen, S.

Duke University

9/15/18 → 5/31/19

Project: Research project

Epigenomics

Epigenetic Mechanisms Promoting Longevity2

Aliferis, MD, PhD, C. & Shen, S.

Duke University

9/15/17 → 8/31/18

Project: Research project

Epigenomics

Medtronic Pilot Collaboration

Speedie, S. M., AbuSalah, A. M. & Aliferis, MD, PhD, C.

Medtronic Inc

11/8/16 → 9/8/17

Project: Research project

Methods for accurate and efficient discovery of local pa

Aliferis, MD, PhD, C.

NIH National Library of Medicine (NLM)

9/1/16 → 8/31/17

Project: Research project

Research Output 1992 2019

De novo prediction of cell type complexity and tumor microenvironments

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

Research output: Contribution to journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

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 journal › Article

Systems Analysis
Psychiatry
Large scale systems
behavior disorders
Validation Studies