TEG-powered, battery-free PPG sensing
Battery-free photoplethysmograph (PPG) powered by body heat captured using flexible thermoelectric generators (TEGs).
Projects
Posey: BLE-enabled motion tracking
A small form-factor IMU research platform designed for use in stroke rehabilitation and robotic feeding assistance.
Characterizing material degredation due to ion migration
Test apparatus design for characterizing material degredation in the presence of high-voltage fields.
Soft manipulator control
Soft manipulator modeling, calibration and open-loop trajectory optimization.
Trauma Care in a Rucksack (TRACIR)
Tool development for real-time and post-hoc data visualization and analytics.
Data and anomaly visualization
Tool development for real-time and post-hoc data visualization and analytics.
Postoperative renal failure prediction
Modeling of patient biometric data before, during, and after coronary artery bypass graft (CABG) surgery to predict a patient’s likelihood of postoperative a...
Counter human trafficking
Correlating multi-model sex worker advertisement data to uncover and combat human trafficking.
Physiologic state clustering in shock
Unsupervised segmentation of physiologic state during crash using convolutional autoencoders.
Fast detection of hemorrhagic shock
Investigation of patient personalization and data granularity in detection of hemorrhagic shock.
Microcirculatory Bloodflow Analysis (MCBA)
Video processing and analysis to correlate changes in microcirculation with disease state.
Real-time Bayesian Aggregation (RTBA)
Real-time detection of low SNR radionuclide threats.