Research Output per year
Research Output 2007 2019
2017
Replicability, Reproducibility, and Agent-based Simulation of Interventions
Hum, R. S. & Kleinberg, S., Jan 1 2017, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017, p. 959-968 10 p.Stevens Institute of Technology
Research output: Contribution to journal › Article
Sample Size
Artifacts
Research Personnel
Mortality
Population
2016
Causal structure of brain physiology after brain injury from subarachnoid hemorrhage
Claassen, J., Rahman, S. A., Huang, Y., Frey, H. P., Schmidt, J. M., Albers, D., Falo, C. M., Park, S., Agarwal, S., Connolly, E. S. & Kleinberg, S., Apr 1 2016, In : PloS one. 11, 4, e0149878.Stevens Institute of Technology
Research output: Contribution to journal › Article
Physiology
Subarachnoid Hemorrhage
Brain Injuries
hemorrhage
Intensive care units
Using uncertain data from body-worn sensors to gain insight into type 1 diabetes
Heintzman, N. & Kleinberg, S., Oct 1 2016, In : Journal of Biomedical Informatics. 63, p. 259-268 10 p.Stevens Institute of Technology
Research output: Contribution to journal › Article
Medical problems
Type 1 Diabetes Mellitus
Uncertainty
Social Conditions
Sensors
2015
Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data
Rahman, S. A., Huang, Y., Claassen, J., Heintzman, N. & Kleinberg, S., Dec 1 2015, In : Journal of Biomedical Informatics. 58, p. 198-207 10 p.Stevens Institute of Technology
Research output: Contribution to journal › Article
Intensive care units
Medical problems
Glucose
Time series
Fourier transforms
Imputation of missing values in time series with lagged correlations
Rahman, S. A., Huang, Y., Claassen, J. & Kleinberg, S., Jan 1 2015, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. 753-762 10 p., 7022671.Stevens Institute of Technology
Research output: Contribution to journal › Article
Time series
Intensive care units
Medical problems
Data mining
Glucose
2013
5
Citations
Lessons learned in replicating data-driven experiments in multiple medical systems and patient populations.
Kleinberg, S. & Elhadad, N., Jan 1 2013, In : AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2013, p. 786-795 10 p.Stevens Institute of Technology
Research output: Contribution to journal › Article
Population
Electronic Health Records
Information Storage and Retrieval
Artifacts
Longitudinal Studies
Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes
Claassen, J., Perotte, A., Albers, D., Kleinberg, S., Schmidt, J. M., Tu, B., Badjatia, N., Lantigua, H., Hirsch, L. J., Mayer, S. A., Connolly, E. S. & Hripcsak, G., Jul 1 2013, In : Annals of Neurology. 74, 1, p. 53-64 12 p.Research output: Contribution to journal › Article
Subarachnoid Hemorrhage
Seizures
Cerebrovascular Circulation
Brain Injuries
Regional Blood Flow
2010
Predicting malaria interactome classifications from time-course transcriptomic data along the intraerythrocytic developmental cycle
Mitrofanova, A., Kleinberg, S., Carlton, J., Kasif, S. & Mishra, B., Jul 1 2010, In : Artificial Intelligence In Medicine. 49, 3, p. 167-176 10 p.Research output: Contribution to journal › Article
Malaria
Proteins
Vaccines
Transcriptome
Gene expression
2009
Metamorphosis: The Conning Transformation of Translational Systems Biology: In the future computers will mine patient data to deliver faster, cheaper healthcare, but how will we design them to give informative causal explanations? Ideas from philosophy, model checking, and statistical testing can pave the way for the needed translational systems biology
Kleinberg, S. & Mishra, B., Oct 1 2009, In : Queue. 7, 9, p. 40-52 13 p.Research output: Contribution to journal › Article
2007
Systems biology via redescription and ontologies (I): Finding phase changes with applications to malaria temporal data
Kleinberg, S., Casey, K. & Mishra, B., Dec 1 2007, In : Systems and Synthetic Biology. 1, 4, p. 197-205 9 p.Research output: Contribution to journal › Article
Systems Biology
Malaria
Ontology
Genes
Chloroquine