Selected peer-reviewed publications
Nature NPJ Digital Medicine: Development of digital measures for nighttime scratch and sleep using wrist-worn wearable devices.
Digital Biomarkers: EVIDENCE Publication Checklist for Studies Evaluating Connected Sensor Technologies: Explanation and Elaboration.
Nature NPJ Digital Medicine: Development of digital biomarkers for resting tremor and bradykinesia using a wrist-worn wearable device.
Journal of Open Source Software: SleepPy: A python package for sleep analysis from accelerometer data.
PLoS One: A machine learning approach for gait speed estimation in multiple sclerosis.
38th IEEE Engineering in Medicine and Biology Society: A wearable computing platform for developing cloud-based machine learning models for health monitoring applications.
38th IEEE Engineering in Medicine and Biology Society: Skin mounted accelerometer system for measuring knee range of motion.
Blogging
Texas Design Journal: The Roaming Grocer.
Nature NPJ Digital Medicine “Behind the Paper”: Wearable sensors can tell you more than just step count: measuring nighttime scratching and sleep.
AWS for Industries Blog: Deploy digital biomarkers at scale in clinical trials using serverless services on AWS.
Nature NPJ Digital Medicine “Behind the Paper”: Measure What (and When it) Matters: Building digital biomarkers for clinical trials.
Patents
Computer Decision Support Tool For Scratch Detection and Flare Prediction (Pending): Provisional Serial Number: 63/043,108.
Industry Conferences
2020. Speaker at 5th Annual IMPACCT: mHealth in Clinical Trials. Organizer: Hanson Wade.
2020. Speaker at 3rd Annual Digital Biomarkers in Clinical Trials Forum. Organizer: PanAgora Pharma, Sponsor: Roche.
2019. Speaker at 5th Annual Clinical Trials IoT Forum. Organizer: PanAgora Pharma, Sponsor: Pfizer.