About The Lab
Est 2017
Our Mission
Develop Machine Learning and Deep Learning algorithms that will enable early diagnosis, disease severity assessment, and personalization of therapy. To this end, we combine neural and physiological signal processing, machine learning and neurophysiology, and healthcare data analytics. Our two main thrusts are:
- to combine multiple healthcare data modalities (EHR, continuous vitals, imaging, unstructured notes) with machine learning methods to develop clinical predictive and diagnostic models
- to understand how the nervous system senses state and affects the function of the immune, metabolic and cardiopulmonary systems, in order to develop devices that are able to diagnose and treat various diseases and conditions by interacting with the nervous system
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