Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research I am currently a fourth year undergraduate at Harvard studying bioengineering with a secondary in Theatre/Dance/Media. I am very interested in biological systems modeling, medical image processing, and medical devices! I am currently working on a senior thesis with the lab, identifying a […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests include using modeling and control theory to better understand core physiological processes. Currently, I am working on my senior thesis with the lab, developing models for small molecule pharmaceutical entrainment of circadian phase. Specifically, my work focuses on deriving physiologically-accurate […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research I am a sophomore at Harvard College, originally from Lahore, Pakistan. I’m pursuing a Joint Concentration in Biomedical Engineering and Mathematics, with a Secondary in Computer Science, and in the lab I’m currently working on analyzing the varying levels of effects of different […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research My main research interests involve Automatic Control, Data Analysis, and Statistics. My main focus has been developing strategies for Artificial Pancreas or Automated Insulin Delivery systems for people with Type 1 Diabetes that aim to reduce user intervention without compromising safety. I have […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests include modeling biological systems, bioinformatics, and medical devices. Currently, I am completing a senior research project with the lab. I am working on designing a fault detection and classification module to enable the detection of faulty intra-venous […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research I am interested in Model Predictive Control, System Identification, Data Analysis, Machine Learning and Bayesian Learning. My research has been mainly focused on the development of control algorithms for regulating the glucose concentration in the framework of Artificial Pancreas development for […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research I am interested in applying engineering methodologies to understand translational medicine problems and improve patient care. My main focus has been developing smart systems to improve blood glucose control in individuals with type 1 diabetes. I have experience in identifying relationships between different […]
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 […]
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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 […]
