Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests include medical devices and machine learning. I am currently working on my senior thesis with the lab. Specifically I am developing a glucose prediction and advisory system that operates on patients’ mobile devices. Education S.B. in Biongineering, Harvard College, […]
Postdoctoral FellowJohn A. Paulson School of Engineering and Applied SciencesHarvard University Research Fault diagnosis, robust filtering, model predictive control, machine learning, stochastic networked systems, biomedical systems Education Ph.D., Tsinghua University, 2019 B.S., Northeastern University, 2013 Contact Email: zhangjunfeng (at) g (dot) harvard (dot) edu
PhD Student, Computer Science John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests lie in the intersection of machine learning and healthcare, specifically in the development of medical decision and diagnostic tools for chronic diseases. My current research involves developing and evaluating a decision support system for multi-daily insulin injections […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests lie at the intersection of Computer Science,Biology and Mathematics. I am currently working on incorporating an insulin feedback model in the controller of an artificial pancreas simulator. I have previously worked on the comprehensive benchmarking of structural variant callers and […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests lie in the field of numerical data analysis and modeling in systems biology. I have previously worked on modeling the effect of intracellular signaling mechanisms on the population dynamics behavior in the context of paradoxical signaling. I am […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My broad research interest lies in the field of Bioinformatics. I am also enthusiastic about the application of machine learning techniques to various types of biological data. I have previously worked on Three Finger Toxins, with an aim to identify key residues […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests are in the general areas of systems biology and mathematical modeling of physiological networks. My current research involves the identification of reliable molecular biomarkers to aid in the diagnosis of post-traumatic stress disorder (PTSD). I previously worked on […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests include the design of control and estimation systems for medical and assistive devices. My current research involves the development of control algorithms and system integration to enhance automated insulin delivery in an artificial pancreas for Type 1 diabetics. Previously, […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research Madeline’s research involves the application of systems engineering to the design and control of automated insulin delivery systems to improve glycemic control in type 1 diabetes mellitus patients. Madeline’s research interests also include the design and control of smart […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests lie in the field of numerical data analysis and modeling in synthetic biology, working on 5 node-ring oscillators to produce square waves. Further, the area of LPS detection in water by designing a flow-through assay in biochemical […]
Developing control systems for medical applications poses significant challenges, some of which are unique to this field. Physiological systems involve a multitude of interacting subsystems and networks, with multiple feedforward and feedback loops. The dynamics vary both between different individuals, and within the same individual over time. Measurement and estimation of both inter- and intra-patient […]
The success of the human genome project has ushered in a new era that emphasizes a systemic or integrated approach to ascertain the cellular behavior arising from complex cellular networks. Scientists are now embarking on a quest to elucidate the organization and control of cellular networks that underlie the phenotypic behavior of a cell; these […]
Sansum Diabetes Research Institute
Our experimental collaborators, a research center devoted to the prevention, treatment and cure of diabetes http://www.sansum.org/
Developing control systems for medical applications poses significant challenges, some of which are unique to this field. Physiological systems involve a multitude of interacting subsystems and networks, with multiple feedforward and feedback loops. The dynamics vary both between different individuals, and within the same individual over time. Measurement and estimation of both inter- and intra-patient […]
The success of the human genome project has ushered in a new era that emphasizes a systemic or integrated approach to ascertain the cellular behavior arising from complex cellular networks. Scientists are now embarking on a quest to elucidate the organization and control of cellular networks that underlie the phenotypic behavior of a cell; these […]
