CalCardiac worked to reduce false hospital alarms due to arrhythmias. Collaborating with the UCSF School of Nursing, the team used various machine learning techniques to create a browser-based utility to view and label ECG waveform images. Capstone Team: Alex Ackroyd, Adam Andrews, Siddhant Issar, Segev Malool, Umesh Thillaivasan, Yuntao Wang. Research in collaboration with Jacob… Read More »
Generating “nature scores” for real estate based on the amount of nature that surrounds a property. Helping nature lovers and conscientious buyers find the perfect home.
The Project The overall goal of the Street Nature Score project* is to launch a startup that promotes and raises awareness for urban nature. To reach this goal, the team is developing a web platform which quantifies the amount of nature based on satellite data. Users will be able to enter any U.S. address or… Read More »
Project Description Recently there has been growing interesting in the field of soft robotics, which features robots that are flexible yet robust. A Tensegrity robot is a form of soft robot that is comprised of a series of rods under compressional load joined together by cables under tensional load; through proper actuation of those cable it… Read More »
Project Description Long-term preservation of biological organs using cryopreservation (sub-zero temperature preservation) techniques could revolutionize organ transplantation. Currently the average preservation time of kidneys, livers, and hearts are 72, 8, and 6 hours, respectively. Increasing this time will allow for the transplantation of vital organs to thousands of individuals that need help, and also slow the… Read More »
Objective Our goal is to create value by improving the efficiency of credit risk management and offering users better customer experiences, as well as higher returns. We are implementing innovative machine learning techniques that have not been extensively explored in the context of risk classification. Our team really gained an appreciation of harnessing the differing… Read More »