Chung-Kang Peng
Chung-Kang Peng is the Director of the Center for Dynamical Biomarkers at Beth Israel Deaconess Medical Center / Harvard Medical School. Under his direction the Center for Dynamical Biomarkers researches fundamental theories and novel computational algorithms for characterizing physiological states in terms of their dynamical properties. He is also currently the K.-T. Li Visiting Chair Professor at National Central University, Visiting Chair Professor at National Chiao Tung University in Taiwan, and Visiting Professor at China Academy of Chinese Medical Sciences in China. During 2012–2014, he served as the founding Dean of the College of Health Sciences and Technology at NCU in Taiwan.
Research
Biomarker development
Peng has extensive expertise in statistical physics and its application to the study of physiological measures. Along with fellow collaborators he has developed many novel techniques in this area, including:- Detrended fluctuation analysis which is based on statistical physics, measures fractal properties of physiologic signals.
- Multiscale entropy which measures the complexity of physiological time-series.
- An algorithm, based on information theory and statistical physics, for linguistic analysis of symbolic sequences. It has been applied to bio-medical signals, human languages, and DNA sequences. Prof. Peng received the Calvin & Rose G. Hoffman Prize in 2004 for his contribution of applying the algorithm to analyze the authorship issue of Shakespeare.
- ECG-based cardiopulmonary coupling analysis for the study of sleep. This algorithm has been patented in the U.S. and Europe. An improved algorithm that is based on heart rate variability to detect sleep-disordered breathing has received FDA approvals in the U.S., Taiwan, and China.
- An index for dynamic cerebral autoregulation.