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 (Scopus)

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

16 Citations (Scopus)

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 (Scopus)

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 (Scopus)

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

77 Citations (Scopus)

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 (Scopus)