DBDP Ed

A community space for learning, sharing resources, and disseminating recent digital biomarker research. We provide easy-to-follow tutorials for using dbdPy package and blog posts on recent digital biomarker discovery researches or specific use case scenarios of dbdPy.
Easy-to-follow tutorials for using DBDP
Blog posts on recent digital biomarker discovery researches
Outreach community events, workshops, and seminars

Easy-to-follow Tutorials

Sleep Stage Estimation using the DREAMT dataset
Arrow - Elements Webflow Library - BRIX Templates

Uto develop sleep stage estimationor population with atypical sleep.

Dynamic Time Warmping (DTW) vs. eventDTW (eDTW)
Arrow - Elements Webflow Library - BRIX Templates

Compare compare the results of signal alignment from DTW vs eDTW using the ECG signal from SciPy.

Validation of HR extracted from consumer wearables
Arrow - Elements Webflow Library - BRIX Templates

Find out how well consumer-grade wearable devices measure heart rate compared to the gold standard electrocardiogram (ECG) data.

Missing Sleep Label Imputation
Arrow - Elements Webflow Library - BRIX Templates

Train a sleep imputation algorithm that uses heart rate and activity data to predict the sleep labels ("wake" or "sleep") of every 15-minute epoch

Recent blog posts on Medium

A Guide To Continuously Querying User Data via the Fitbit API

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Arrow - Elements Webflow Library - BRIX Templates

Beginner’s Guide to the Digital Health Data Repository (DHDR)

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Arrow - Elements Webflow Library - BRIX Templates

Pre-processing Module for Digital Biomarker Development

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Arrow - Elements Webflow Library - BRIX Templates
community outreach

Workshop & Seminars

We launch workshops and seminars to facilitate networking and knowledge exchange among anyone interested in digital biomarker discovery.

NCAAM High School Workshop

We had a wonderful opportunity to host a workshop and engage with students from the North Carolina School of Science and Mathematics.

IEEE-EMBS BHI 2023

We hosted a special session Open Source Initiatives in Digital Health and a workshop Unraveling Challenges in Time Series Analysis with our amazing collaborators.
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Learn More ->

AMIA 2022 Annual Symposium

We organized a workshop on Incorporating Digital Health into Clinical Workflows:
The Future of Longitudinal, Remote, and Assisted Patient Monitoring.
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Learn More ->