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Constantin Aliferis, MD, PhD

1992 …2023
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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. R., 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 2018

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

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 journal › Article

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 journal › Article

Brain
Learning
ROC Curve
Gold
Area Under Curve