Computer Science

Powering Wearable Microelectronics

Wearable low power biometric devices and body sensor network systems (BSNs) such as heart, respiration, and activity monitors are popular devices that are predicted to increase tenfold by 2018. This project focused on biomechanical energy harvesting from rib cage expansion using piezoelectric materials and frequency up conversion to power wearable microelectronics.

Developing a New Search for Randomly Accessible Data

There are only two widely-used searches for randomly accessible data: linear search and binary search. I developed and created a new search and tested it against binary search, linear search, and variations of them.

Breast Cancer Metadata Collection

This study is the first to apply deep learning to analyze tumor-associated stroma, discovering novel diagnostic biomarkers for breast cancer.

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