Theses
2009
- Deshmane, A. False Arrhythmia Alarm Suppression Using ECG, ABP, and Photoplethysmogram, Master of Engineering in Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2009.
- Chen, T. Cardiac Output Estimation from Arterial Blood Pressure Waveforms using the MIMIC II Database,
Master of Engineering in Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2009.
- Hug, C. Detecting Hazardous Intensive Care Patient Episodes Using Real-time Mortality Models, Doctoral dissertation, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, May 2009.
2007
- Francis SE. Continuous estimation of cardiac output and arterial blood resistance from arterial blood pressure using a third-order Windkessel model. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2007.
- Jia X. Risk factors for acute lung injury and acute respiratory distress syndrome in patients mechanically ventilated for greater than 48 hours. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2007.
- Li SX. Probabilistic network models in cardiovascular monitoring. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2007.
- Parlikar TA. Modeling and Monitoring of Cardiovascular Dynamics for Patients in Critical Care. Doctoral dissertation, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2007.
- Saeed M. Temporal Pattern Recognition in Multiparameter ICU Data. Doctoral dissertation, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2007.
- Shavdia D. Septic shock: providing early warnings using logistic regression models. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2007.
- Zamanian SA. Modeling and simulating human cardiovascular response to acceleration. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2007.
2006
- Trepetin S. Privacy in context: the costs and benefits of a new deidentification method. Doctoral dissertation, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, 2006.
- Hug C. Predicting the risk and trajectory of intensive care patients using survival models. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2006.
- Neamatullah I. Automated de-identification of free text medical records. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2006.
- Oefinger MB. Monitoring transient repolarization segment morphology deviations in mouse ECG. Doctoral dissertation, Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, September 2006.
- Roberts JM. Bayesian networks for cardiovascular monitoring. M.S. thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2006.
- Sibanda T. Was the patient cured? Understanding semantic categories and their relationships in patient records. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2006.
- Sun J. Cardiac output estimation using arterial blood pressure waveforms. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2006.
2005
- Abdala OT. The Annotation Station: an open source technology for data visualization and annotation of large biomedical databases. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2005.
- Douglass M. Computer-assisted de-identification of free-text nursing notes. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, February 2005.
- Kyaw TH. Formatting and searching a massive, multi-parameter clinical information database. Master's thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2005.
- Renjifo CA. Exploration, processing, and visualization of physiological signals from the ICU. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2005.
- Samar Z. Cardiovascular parameter estimation using a computational model. M.S. thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2005.
- Shu J. Free text phrase encoding and information extraction from medical notes. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2005.
- Zapanta LF. Heart rate variability in mice with coronary heart disease. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2005.
2004
- Heldt T. Computational Models of Cardiovascular Function During Orthostatic Stress. Doctoral dissertation, Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, September 2004.
- Thorn K. Characterization of intravenous medication administration in an intensive care unit. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2004.
2003
- Chen JJS. Analytical solution to a simplified circulatory model using piecewise linear elastance function. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, July 2003.
- Levine JM. De-identification of ICU patient records. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2003.
- Oefinger MB. System for remote multichannel real-time monitoring of mouse ECG via the Internet. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2003.
- Zhang Y. Real-time analysis of physiological data and development of alarm algorithms for patient monitoring in the Intensive Care Unit. M.S. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, September 2003.
- Chang JL. Cycle-averaged models of cardiovascular dynamics. M.Eng. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, June 2003.