Digital Biomarker Discovery Pipeline
@TheDBDP
The DBDP is an open source software platform for the development of digital biomarkers of mHealth and wearables. http://DBDP.org. Developed by: @Big_Ideas_Lab
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We are thrilled to announce our partnership with @evidation to explore #digitalhealth #equity!
Our partnership with Duke Big Ideas Lab aims to increase equity in digital health research through better predicting study participation, adherence, and retention across racial and demographic lines. Learn more about this initiative: bit.ly/3w7RXqf
Learn how 'The Digital Biomarker Discovery Project: An Open Source Toolbox for Biosignal Analysis' provides tools for each step of the digital biomarker discovery process. View the full webinar w/ Dr. Jessilyn Dunn (@drjessilyn) on the mDOT Center Channel tiktok.com/@mdotcenter/vi…
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TikTok · mDOT Center
Check out mDOT Center’s video.
Excited to organize our workshop W13: Incorporating #DigitalHealth into Clinical Workflows at #AMIA2022 today. Where: International Ballroom East, When: 1-4:30 PM, November 5, 2022- with @drjessilyn @Idasim @duke_hammond, Ryan Shaw, Hayoung Jeong.
Today is our big debut at #AMIA2022! Check out our workshop "incorporating digital health into clinical workflows" and follow along at …lBiomarkerDiscoveryPipeline.github.io/amia2022
New from the Digital Biomarker Discovery Pipeline Blog: A detailed how to guide on querying user #data from the @fitbit API authored by @TheDBDP team member Qi Xuan Khoo! medium.com/digital-biomar…
Jessilyn Dunn (@drjessilyn), a MEDx investigator, and colleagues identify the need for guidelines to ensure representation of diverse populations in "bring your own" digital health studies⌚️ #wearables @jmirpub @Duke_CTSI @BassConnections Read: tinyurl.com/mr2y72wv
#AMIA2021 @drjessilyn presented her work at @DukeU @Big_Ideas_Lab of using multi-modal data in identifying “Digital Biomarkers” not only diagnose diseases/conditions but to predict their progression + their @TheDBDP initiative to promote #OpenSource #software development.
Check out our recent article by the @TheDBDP code maintainers Lucy Chikwetu, Yihang Jiang, and @MobashirShandhi! #python #datascience #software #opensource medium.com/digital-biomar…
medium.com
Managing Python packages using the requirements.txt file
One of the most important things to accomplish when writing code is to write code that is able to live after you. I use the phrase “able to…
Check out our recent blog, "The Beginner's Guide to the Digital Health Data Repository", by @Juseong, @BaiyingL , and Jason Shang. The DHDR is a curated collection of #digitalhealth datasets for use with @TheDBDP and for #digitalbiomarker discovery! medium.com/digital-biomar…
Really exciting to see this push by @empatica for digital biomarker development! Our recent paper engineering digital biomarkers of interstitial glucose for #prediabetes was using an @empatica E4 and we have great resources on the E4 in the @TheDBDP! go.nature.com/2Uhlyhp
Digital #biomarkers can help achieve continuous, passive, and unobtrusive #health monitoring. Our range of #wearable devices is equipped with sensors to help in the accurate monitoring of biomarkers for a number of health conditions. Talk to our team: empatica.com/en-gb/biomarke….
This session of #MWMsymposium will include presentations on algorithms that add meaning and context to the raw data collected by wearables and sensors. Learn more about the session: ow.ly/iEMi50F9UuN @TheDBDP @evidation @LillyPad
Check out @TheDBDP’s cameo in @RunsData @TEDx @TEDxDuke talk on “The Future of Medicine is Digital”! #digitalmedicine #digitalhealth
So excited to finally be able to say "thank you for coming to my TED talk" and share my TEDx talk with all of you! "The Future of Medicine is Digital" @TEDx @TEDTalks @TEDxDuke #digitalmedicine #digitalhealth #wearables #medicine youtu.be/Tqp6tEuUBMw
youtube.com
YouTube
The Future of Medicine is Digital | Brinnae Bent | TEDxDuke
An exciting day for open-source digital medicine! The @_DiMeSociety Playbook is LIVE🎉
I love launch days! The new website for 𝑇ℎ𝑒 𝑃𝑙𝑎𝑦𝑏𝑜𝑜𝑘 is LIVE. 🚀🏥 You'll find curated, *open-access* resources for adopting powerful digital measures across research & care: playbook.dimesociety.org. h/t @_DiMeSociety and @GoldsackJen. Healthcare is coming home.
@TheDBDP contributor @j_b_pauly shares his @pypi python package on #fasting #analytics: "The goal is to enable you to utilize your data for your own purpose, like cross analyzing fasting performance with other #biomarkers." #DataScience #digitalhealth link.medium.com/uRCqEh0gkeb
link.medium.com
Working with Fasting Data Logs
FASTING (Python Package): make use of your fasting logs.
@TheDBDP contributer @GeetikaSi shares her recent work on developing a pre-processing pipeline for #wearables! #DataScience #mhealth #digitalmedicine link.medium.com/Hk5TowUxheb
In this paper, we also identify those in the #digitalmedicine community working on these challenges including @OpenmHealth , @MD2Korg , & @TheDBDP. We acknowledge @_DiMeSociety & @GoldsackJen for supporting the dist. of the survey and @BIRS_Math, where the idea was sparked!
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