Near-Infrared Spectroscopy and Electroencephalography Enabled Headband for Unobtrusive Microarousal Detection and Sleep Quality Estimation
Defense Health Agency (DHA) SBIR Phase I
Start Date: January 2024
Phase I SBIR project developing an innovative headband that combines near-infrared spectroscopy (NIRS) and electroencephalography (EEG) for unobtrusive detection of microarousals and estimation of sleep quality. This technology aims to provide advanced sleep monitoring capabilities for defense and clinical applications, enabling better assessment of sleep health and performance impacts.
Medical Devices
Sleep Research
NIRS
EEG
Wearable Technology
Data Science Academy Seed Grant
Data Science Academy
Date: August 2023
Seed grant supporting innovative data science research and interdisciplinary collaboration. This funding enabled exploratory research at the intersection of data analytics, machine learning, and domain-specific applications, fostering new methodologies and proof-of-concept developments.
Data Science
Machine Learning
Research Development
Enhanced detection of impending problem behaviors in people with intellectual and developmental disability through multimodal sensing and machine learning
National Science Foundation (NSF)
Start Date: August 2021
This NSF SCH (Smart and Connected Health) project focuses on developing multimodal sensing and machine learning approaches to detect precursors to problem behaviors in individuals with intellectual and developmental disabilities. The research aims to provide early intervention opportunities through advanced sensing technologies and predictive analytics.
Machine Learning
Wearable Sensors
Healthcare
Behavioral Analysis
Primary Place of Performance: Vanderbilt University
Wearable Connectors with Compatible Interconnects
Advanced Functional Fabrics of America (AFFOA)
Date: October 2021
Research and development project focused on creating robust wearable connectors and compatible interconnect systems for integration into textile-based electronic systems. This work addresses critical challenges in maintaining reliable electrical connections in flexible, wearable platforms.
E-Textiles
Wearable Technology
Materials Science
Making of and Prototype Development for the ASSIST HET Testbed
NSF ERC ASSIST Sub Project
Start Date: September 2018
Development project supporting the NSF Engineering Research Center for Advanced Self-Powered Systems of Integrated Sensors and Technologies (ASSIST). This project focused on creating and prototyping the Health and Environmental Tracker (HET) testbed platform for continuous multimodal sensing applications.
Wearable Systems
Sensor Integration
Prototype Development
Primary Place of Performance: Raleigh, NC
VitalFlo: Portable Spirometry System Development
NSF SBIR Phase I
Start Date: August 2017
Small Business Innovation Research project focused on developing and validating a portable, app-based spirometry system for respiratory health monitoring. This work led to clinical validation studies demonstrating the system's accuracy in adolescents with asthma, enabling convenient at-home lung function monitoring.
Medical Devices
Respiratory Health
Mobile Health
Clinical Validation