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.

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

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Projects 2006 2021

Learning systems
Precision Medicine
Evidence-Based Medicine

Research Output 2003 2018

Mining electronic health records (EHRs): A survey

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

Research output: Contribution to journalReview article

Records management
Learning Systems
Health care
Data mining

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks

Oh, W., Yadav, P., Kumar, V., Caraballo, P. J., Castro, M. R., Steinbach, M. S. & Simon, G. J. Sep 8 2017 Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 374-379 6 p. 8031177

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

Electronic Health Records
Type 2 Diabetes Mellitus
Proportional Hazards Models
Observational Studies
2 Citations
Length of Stay
Point-of-Care Systems
Propensity Score
2 Citations

Theory-guided data science: A new paradigm for scientific discovery from data

Karpatne, A., Atluri, G., Faghmous, J., Steinbach, M., Banerjee, A., Ganguly, A., Shekhar, S., Samatova, N. & Kumar, V. Oct 1 2017 In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2318-2331 14 p., 7959606

Research output: Contribution to journalArticle

Quantum chemistry