Samantha Kleinberg

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

4 Citations

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

15 Citations

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

4 Citations

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

75 Citations

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

9 Citations

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.

Rutgers, The State University

Research output: Contribution to journal › Article

Malaria

Proteins

Vaccines

Transcriptome

Gene expression

2009

1 Citations

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

4 Citations

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