Al-Aweel, Issa
Al-Aweel, Issa
Frassica, Joseph J, MD
 Chief Medical Officer, Holtz Children's Hospital Chief Medical Information Officer, Jackson Memorial Hospital Associate Chair, Department of Pediatrics University of Miami Miller School of Medicine 1601 NW 12th Avenue, 9th FL Miami FL 33136 Research Affiliate Harvard-MIT Division of Health Sciences Technology Rm E25-505, 45 Carleton St., Cambridge MA 02142
Frassica(at)mit(dot)edu
Heldt, Thomas, PhD

Massachusetts Institute of Technology Research Lab of ElectronicsRoom 10-140L 77 Massachusetts AvenueCambridge, MA 02139 thomas(at)mit(dot)edu
Thomas began his studies of physics and medicine at Johannes Gutenberg-Universität, Mainz, Germany. He received the MS and MPhil degrees in Physics from Yale University and the PhD degree in Medical Physics from the Harvard University-MIT Division of Health Sciences and Technology at MIT. He is currently a postdoctoral associate with MIT's Research Laboratory of Electronics and a Research Fellow in Fetal/Neonatal Neurology at Boston's Children's Hospital/Harvard Medical School. His research interests include mathematical modeling of physiological systems, model reduction, and model identification, particularly when applied to the cardiovascular and cerebrovascular systems. Currently, Dr. Heldt applies these methodologies to improve patient monitoring in intensive care, peri-operative care, and home health care environments.
Kashif, Faisal

Massachusetts Institute of Technology Research Laboratory of Electronics Room 10-024 77 Massachusetts AvenueCambridge, MA 02139 fmkashif(at)mit(dot)edu
Research Interests
My technical interests lie in system modeling and model analysis, signal and information theory, and algorithm development. In my current work, I apply these methodologies to the cardiovascular system, the cerebral vasculature in particular, aiming to develop simple yet clinically useful models that help physicians make diagnoses and track disease progression. Using mathematical models rooted in our physiological understanding of the cerebral circulation, I seek to estimate intracranial pressure non-invasively and quantify cerebrovascular autoregulation to assess disease severity in stroke and traumatic brain injury patients.
Lehman, Li-wei, PhD

Research Engineer E25-505 Laboratory for Computational Physiology, Harvard/MIT Health Sciences and Technology 617-258-5406 lilehman(at)mit(dot)edu MIT Website
Long, William J, PhD

MIT Lab for Computer Science 200 Technology Square, Rm 420A Cambridge MA 01239 Telephone Extension 617-253-3508 WJL(at)mit(dot)edu http://medg.csail.mit.edu/people/wjl/
Moody, George
 Harvard-MIT Division of Health Sciences and Technology MIT Room E25-505A Cambridge, MA 02139 USA george(at)mit(dot)edu http://ecg.mit.edu/george
Nemati, Shamim
Nemati, Shamim
Nielsen, Larry

Clinical Research Scientist Philips Medical Systems 3000 Minuteman Road, MS 0460 Andover, MA 10810 Tel: (978) 659-3451 Fax: (978) 659-7561 E-mail: larry.nielsen(at)philips(dot)com www.medical.philips.com
Reisner, Andrew, MD
 Massachusetts General Hospital Dept. of Emergency Medicine Instructor, Harvard Medical School Visiting Scientist, Massachusetts Institute of Technology Clinics Building 116, 45 Fruit Street Boston, Massachusetts 02460 Tel-857-231-6019 Fax-617-258-7859 areisner(at)partners(dot)org
Roger Mark, MD, PhD

Principal Investigator Distinguished Professor in Health Sciences and Technology and Electrical Engineering and Computer Science rgmark (at) mit (dot) edu HST Website
Scott, Daniel J, PhD
Scott, Daniel J, PhD I completed my undergraduate degree in physics from the University of Bath, UK in 2002. During my placement year, I worked as an electronic design engineer at Swindon Silicon Systems Ltd. Upon graduation in 2002, I returned to Swindon Silicon Systems Ltd to complete my project on an electronic control system for test equipment. I then worked as a software engineer for P&Q International, a company providing time and attendance software, for 18 months before commencing my PhD in chemistry at University College London, UK (UCL). My PhD thesis is entitled 'The discovery of new functional oxides using combinatorial techniques and advanced data mining algorithms'. After completing my PhD, I worked as a software developer for Orbis Technology, an online gambling solutions provider, for 9 months before joining MIT, USA as a research engineer. Web Site: http://danieljamesscott.org
Szolovits, Peter, PhD

Professor of Computer Science and Engineering in the MIT Department of Electrical Engineering and Computer Science (EECS), Professor of Health Sciences and Technology in the Harvard/MIT Division of Health Sciences and Technology (HST), and head of the Clinical Decision-Making Group within the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL). MIT Computer Science and Artificial Intelligence Laboratory The Stata Center, 32-254 32 Vassar Street Cambridge, MA 02139 psz(at)mit(dot)edu http://www.medg.csail.mit.edu/people/psz/psz.html
Talmor, Danny, MD
http://staging.catalyst.harvard.edu/Profiles/ProfileDetails.aspx?From=SE&Person=DT8
Verghese, George, PhD

Professor of Electrical Engineering Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science, Research Lab of Electronics Room 10-140K Cambridge, MA 02139 verghese(at)mit(dot)edu
George Verghese received his BTech from the Indian Institute of Technology, Madras in 1974, his MS from the State University of New York, Stony Brook in 1975, and his PhD from Stanford University in 1979, all in Electrical Engineering. Since 1979, he has been with the Massachusetts Institute of Technology, where he is Professor of Electrical Engineering in the Department of Electrical Engineering and Computer Science. He is also a member of MIT's Laboratory for Electromagnetic and Electronic Systems. His research interests and publications are in the areas of dynamic systems, modeling, estimation, signal processing, and control. Dr. Verghese has served as Associate Editor for Automatica, the IEEE Transactions on Automatic Control, and the IEEE Transactions on Control Systems Technology. He has made significant contributions to the fields of control theory and dynamic modeling, for which he has been named IEEE Fellow in 1998. In recent years, his research focus has shifted from applications in power systems and power electronics to applications in biomedicine, such as patient monitoring, and stochastic methods for biochemical and other networks.
Villarroel, Mauricio

Laboratory for Computational Physiology Harvard-MIT Division of Health Sciences Technology Rm E25-505, 45 Carleton St., Cambridge MA 02142 Tel: 617-452-2575 Fax: 617-258-7859 http://www.mit.edu/~maurov
maurov(at)mit(dot)edu
Zhang, Ying
 MIT Computer Science and Artificial Intelligence Laboratory 32 Vassar Street Room 32-257 Cambridge, MA 02139 yingz(at)mit(dot)edu Research Interests My goal is to improve patient monitoring in the Intensive Care Unit and other clinical settings. My research encompasses glycemic control, patient-specific modeling, and real-time development of monitoring algorithms for the care of critically ill patients. I am also interested in other innovative ways to apply engineering concepts and medical informatics to clinical problems.
Zong, Wei, PhD
 Research Scientist Philips Healthcare Healthcare Informatics and Patient Monitoring3000 Minuteman RoadAndover, MA 01810Email: wei(dot)zong(at)philips(dot)com
Dr. Zong's research interests include medical signal/data processing and medical informatics. In particular, he is interested in developing advanced algorithms to assess ICU patients' physiological states with the aim of detecting and possibly predicting impending health crises.
Chen, Tiffany
Chen, Tiffany
Clifford, Gari, PhD

Laboratory for Computational Physiology Principal Research Scientist, Engineering Manager for the LCP Harvard-MIT Division of Health Sciences Technology Rm E25-505, 45 Carleton St., Cambridge MA 02142 gari(at)physionet(dot)org http://www.mit.edu~gari
Deshame, Anagha
Deshame, Anagha
Douglass, Margaret
Douglass, Margaret
Enns, Eva

Currently: PhD student at Stanford University
Henry, Isaac
Margret and H.A. Rey Laboratory for Nonlinear Dynamics in Medicine Beth Israel Deaconess Medical Center
Janz, Brian, MD

Post Doctoral Associate Massachusetts Institute of Technology Harvard-MIT Division of Health Sciences & Technology ________________________________ Categorical General Surgery Resident Harvard Medical School Beth Israel Deaconess Medical Center bjanz(at)bidmc(dot)harvard(dot)edu
Kyaw, Tin
Technical Software Engineer Yahoo! Inc. 701 First Avenue, Sunnyvale, CA, 94089-0703
Neamatullah, Ishna
Neamatullah, Ishna
Parlikar, Tushar
Research Interests My main research interests are in the application of dynamic systems modeling, estimation, and control, to problems in computational biology and medicine. Within the BRP project, I have been developing models and algorithms of various types for the monitoring of patients in critical care.
Renjifo, Carlos
Associate Professional Staff The Johns Hopkins Applied Physics Laboratory 11100 Johns Hopkins Rd Laurel, MD 20723-6099 Research Interests My research focuses on exploring what types of useful information we can derive from physiological data by processing and visualizing it in different ways. Some of the techniques being explored include time and frequency domain analysis of individual and multiple signals as well as phase space analysis of cardiovascular data. The results of this work are aimed to supplement the research being done in the areas of modeling and visualization of cardiovascular data.
Roberts, Jennifer
 jenmarie(at)mit(dot)edu
Research Interests My research interests include artificial intelligence and biological models. I am working to intelligently initialize computational model parameters using prior information about the patients. In other words, I am trying to personalize the models so they better fit a given patient.
Saeed, Mohammed

Laboratory for Computational Physiology Harvard-MIT Division of Health Sciences and Technology Rm E25-505, 45 Carleton St., Cambridge MA 02142 msaeed(at)mit(dot)edu
Research Interests I am an MD-PhD student in MIT’s Department of Electrical Engineering and Computer Sciences and the Health Sciences and Technology (HST) Division of Harvard Medical School. My doctoral research interest is in the area of physiologic database development and physiologic pattern recognition algorithms for real-time ICU patient monitoring. With the aid of collaborators at MIT and Philips Medical Systems, I designed and deployed a high-throughput data acquisition architecture that has enabled the development of the MIMIC-II database. I have been applying wavelet analysis and various machine learning techniques to high dimensional physiologic time series from ICU patients. I am collaborating with clinicians at Beth Israel Deaconess Medical Center on the studies of ventilator-associated acute respiratory distress syndrome. I am also interested in the development of algorithms to estimate invasive cardiovascular measurements such as cardiac output and pulmonary artery wedge pressure using minimally invasive measurements. Concurrent with my academic studies, I have been employed as a research scientist at Philips Medical Systems in Andover, Massachusetts and contributed to the development of ST/ischemia and clinical decision support algorithms in ICU monitors and clinical information systems.
Samar, Zaid
Software Developer Oracle Corporation 500 Oracle Parkway Redwood City, CA 94065 Research Interests My research interests include inverse-modeling of the cardiovascular systems to aid in ICU patient monitoring. We have been employing parameter estimation techniques on simple, lumped-parameter models of the cardiovascular system in an attempt to track physiologically significant parameters. My broader research interests also include biomedical signal processing.
Shu, Jennifer
Research Interests My research focuses on exploring different methods of automatically extracting phrases from unstructured ICU nursing notes and coding them into a standardized terminology. We are currently working to extract lists of diagnoses, medications, and symptoms from the notes using natural language processing and other methods. Useful applications of such a system would hopefully include helping to provide a good summary of a nursing note for researchers who otherwise would need to spend a lot of time reading through large amounts of data.
Sun, James
Research Interests My research currently focuses on cardiac output (CO) estimation using arterial blood pressure (ABP) waveforms. My broader interests include using continuous-time real-world clinical waveforms to estimate important cardiovascular parameters reliably and accurately.
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