Research Summary
The overall goal of my research is to develop novel engineering methods to help solve relevant biomedical problems. I’m particularly interested in problems involving the application of advanced statistical signal processing techniques to develop novel biomedical signal processing methods to analyze and extract information from physiologic signals that can help doctors make better diagnostic decisions and improve patient outcome. Additionally, I’m interested in the development of innovative medical devices & diagnostic systems that have the potential to improve patient treatment and quality of life while reducing the overall cost of healthcare. Within this area of research I’m currently working on five research lines:
1) development of novel methods of biomedical signal processing and analysis based on the Extended Kalman Filter and its generalizations to solve classical and new problems using a unified statistical approach;
2) development of novel methods for evaluation of antihypertensive treatment using ambulatory blood pressure monitoring;
3) interpretation of complex systems and nonlinear analysis techniques in the context of biomedical signal analysis and processing;
4) development of novel methods for prediction of fluid responsiveness and fluid optimization;
5) development of innovative ambulatory medical devices and diagnostic systems that make use of novel algorithms to improve patient treatment and quality of life while reducing overall cost of healthcare.
The overall goal of my research is to develop novel engineering methods to help solve relevant biomedical problems. I’m particularly interested in problems involving the application of advanced statistical signal processing techniques to develop novel biomedical signal processing methods to analyze and extract information from physiologic signals that can help doctors make better diagnostic decisions and improve patient outcome. Additionally, I’m interested in the development of innovative medical devices & diagnostic systems that have the potential to improve patient treatment and quality of life while reducing the overall cost of healthcare. Within this area of research I’m currently working on five research lines:
1) development of novel methods of biomedical signal processing and analysis based on the Extended Kalman Filter and its generalizations to solve classical and new problems using a unified statistical approach;
2) development of novel methods for evaluation of antihypertensive treatment using ambulatory blood pressure monitoring;
3) interpretation of complex systems and nonlinear analysis techniques in the context of biomedical signal analysis and processing;
4) development of novel methods for prediction of fluid responsiveness and fluid optimization;
5) development of innovative ambulatory medical devices and diagnostic systems that make use of novel algorithms to improve patient treatment and quality of life while reducing overall cost of healthcare.