20032021
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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.

  • 6 Similar Profiles
Data mining Engineering & Materials Science
Time series Engineering & Materials Science
Earth sciences Engineering & Materials Science
Genes Engineering & Materials Science
Health Engineering & Materials Science
vegetation dynamics Earth & Environmental Sciences
Neoplasm Genes Medicine & Life Sciences
Data Mining Medicine & Life Sciences

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

Projects 2006 2021

Research Output 2003 2019

Discovering genetic interactions bridging pathways in genome-wide association studies

Fang, G., Wang, W., Paunic, V., Heydari, H., Costanzo, M., Liu, X., Liu, X., VanderSluis, B., Oately, B., Steinbach, M. S., Van Ness, B. G., Schadt, E. E., Pankratz, N. D., Boone, C., Kumar, V. & Myers, C. L., Dec 1 2019, In : Nature communications. 10, 1, 4274.

Research output: Contribution to journalArticle

Open Access
genome
Genome-Wide Association Study
Genes
Breast Neoplasms
interactions

Evaluating the impact of data representation on EHR-based analytic tasks

Oh, W., Steinbach, M. S., Regina Castro, M., Peterson, K. A., Kumar, V., Caraballo, P. J. & Simona, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 288-292 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Data Mining
Knowledge representation
Medical problems
Data mining

Neurodevelopmental heterogeneity and computational approaches for understanding autism

Jacob, S., Wolff, J. J., Steinbach, M. S., Doyle, C. B., Kumar, V. & Elison, J. T., Dec 1 2019, In : Translational psychiatry. 9, 1, 63.

Research output: Contribution to journalReview article

Autistic Disorder
Aptitude
Psychiatry
Comorbidity
Phenotype

Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profiles

Jia, X., Willard, J., Karpatne, A., Read, J., Zwart, J., Steinbach, M. S. & Kumar, V., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 558-566 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lakes
Dynamical systems
Physics
Recurrent neural networks
Temperature
24 Citations (Scopus)

Delay Within the 3-Hour Surviving Sepsis Campaign Guideline on Mortality for Patients With Severe Sepsis and Septic Shock

Pruinelli, L., Westra, B. L., Yadav, P., Hoff, A., Steinbach, M. S., Kumar, V., Delaney, C. W. & Simon, G. J., Apr 1 2018, In : Critical care medicine. 46, 4, p. 500-505 6 p.

Research output: Contribution to journalArticle

Septic Shock
Sepsis
Guidelines
Mortality
Anti-Bacterial Agents