Shamim Nemati Email and Phone Number
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Our team is broadly interested in developing computational tools and machine learning algorithms for analysis of medical data, with the goal of phenotyping patients, tracking patients' trajectory, predicting impending events, and optimizing treatment strategies to avoid/mitigate adverse outcomes. To accomplish these, we bring together concepts and tools from signal processing, information theory, control theory, optimization, and machine learning to design physiologically inspired models and predictive analytic and sequential decision-making algorithms. Additionally, we are involved in a number of translational and regulatory activities, which include close collaborations with health IT professionals, Quality Management System (QMS) engineers, FDA regulatory experts, bedside clinicians, and hospital quality improvement and patient experience teams. Together these allow us to close the loop on building functional and sustainable healthcare Apps and provide the much-needed evidence to support the deployment of data-driven clinical and patient-facing decision support systems. Application areas include critical care, computational neuroscience and psychiatry, and wearable technology.Please feel free to contact me with questions regarding my work or collaboration and consulting opportunities. Keywords: signal processing, feedback control, dynamical systems, multivariate time series, artificial intelligence (AI), deep learning, reinforcement learning (RL), video processing, electronic health records (EHR), FHIR, HL7, QMS, FDA.
University Of California San Diego
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Associate ProfessorUniversity Of California San DiegoCalifornia, United States
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Co-Founder & AdvisorHealcisio Inc. Nov 2021 - PresentSan Diego, California, United Stateshttps://www.healcisio.com/ -
Associate ProfessorUniversity Of California San Diego Jun 2019 - PresentGreater San Diego Areahttp://nematilab.info/ -
Assistant ProfessorEmory University Apr 2015 - May 2019Greater Atlanta Areahttp://nematilab.info/ -
James S. Mcdonnell Postdoctoral FellowHarvard University Jan 2013 - Apr 2015Cambridge, Mahttp://scholar.harvard.edu/shamim -
Research FellowHarvard Medical School Division Of Sleep Medicine Jun 2009 - Dec 2012http://sleep.med.harvard.edu/
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Research FellowMit Jun 2007 - Dec 2012Cambridge, Ma
Shamim Nemati Skills
Shamim Nemati Education Details
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Sleep, Circadian And Respiratory Neurobiology
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Electrical Engineering And Computer Science
Frequently Asked Questions about Shamim Nemati
What company does Shamim Nemati work for?
Shamim Nemati works for University Of California San Diego
What is Shamim Nemati's role at the current company?
Shamim Nemati's current role is Associate Professor.
What is Shamim Nemati's email address?
Shamim Nemati's email address is sh****@****mit.edu
What is Shamim Nemati's direct phone number?
Shamim Nemati's direct phone number is +4475878*****
What schools did Shamim Nemati attend?
Shamim Nemati attended Harvard University, Massachusetts Institute Of Technology, University Of Oklahoma.
What skills is Shamim Nemati known for?
Shamim Nemati has skills like Machine Learning, Signal Processing, Matlab, Mathematical Modeling, Algorithms, Numerical Analysis, Biomedical Engineering, Latex, Image Processing, Pattern Recognition, Mathematica.
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