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Projects 2006 2021

calibration
machine learning

SCH: EXP: Collaborative Research: Group-Specific Learnin

Steinbach, M. S., Kumar, V., Simon, G. J. & Westra, B. L.

National Science Foundation

9/1/168/31/20

Project: Research project

Precision Medicine
Evidence-Based Medicine
Learning
Research

Research Output 2003 2019

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
19 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
Missing values
Imputation
Modeling
Evaluation
Model selection
15 Citations (Scopus)

Mining electronic health records (EHRs): A survey

Yadav, P., Steinbach, M. S., Kumar, V. & Simon, G. J., Jan 1 2018, In : ACM Computing Surveys. 50, 6, 85.

Research output: Contribution to journalReview article

Mining
Health
Electronics
Data mining
Data Mining