Xiao Hu, PhD
|School||UCSF School of Nursing|
|Address||2 Koret Way|
San Francisco CA 94143
||2010||Clinical and Translational Science Institute Scholar|
||2013||Winner of NASA-Innocentive Challenge on Noninvasive Intracranial Pressure|
My research program’s goal is to innovate intelligent informatics systems to enhance healthcare professionals’ ability in utilizing Big Clinical Data to achieve more precise assessment and anticipation of patient state changes. Our team’s core expertise lies in various physiological signal modeling and processing and developing machine learning models. Our projects are interdisciplinary in nature. We are keen in learning new clinical/physiological problems that can be approached using our core engineering expertise. We are capable of developing and validating prototypes of intelligent systems equipped with our algorithms. Our current projects cover problems derived from neurocritical care and neurosurgical care of patients as well as from general in-hospital patient monitoring.
Biomedical Informatics, Brain-Computer Interface, Clinical Decision Support, Healthcare Information Technology, Traumatic Brain Injury, Hydrocephalus, Subarachnoid Hemorrhage, Ischemic Stroke, Cardiac Arrest, Code Bule, Cardiac Arrhythmia, Alarm Fatigue, Human Factors, Machine Learning, Signal Processing, Predictive Model, Big Data, Mathematical Modeling, System Identification, Intracranial Pressure, Noninvasive Intracranial Pressure, Cerebral Hemodynamics, Cerebrospinal Fluid Dynamics, EEG, ECG, ECoG, Monitor Alarm, SQL Database, Software, WebApp
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