Digital Biomarker Discovery Pipeline

The DBDP is an open source software platform for the development of digital biomarkers of mHealth and wearables. Developed by: @Big_Ideas_Lab

[Big Ideas @Big_Ideas_Lab]

Happy #ValentinesDay from our myocardium to yours ♥️

[Big Ideas @Big_Ideas_Lab]

We are thrilled to announce our partnership with @evidation to explore #digitalhealth #equity!

[mDOT Center @mDOT_Center]

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
https://t.co/valC9v8bzR

[Digital Biomarker Discovery Pipeline @TheDBDP]

& @RunsData a huge contributor who was missed on the day of, but critical to the planning & content

[Digital Biomarker Discovery Pipeline @TheDBDP]

>100 attendees @ our workshop on #digitalHealth & #digitalBiomarkers, tools & resources for their integration into clinical workflows, & #openSource initiatives.

#AMIA2022 ⁦@AMIAinformatics⁩

[Digital Biomarker Discovery Pipeline @TheDBDP]

Many thanks to presenters & organizers @MobashirShandhi @hayoungresearch @Idasim @duke_hammond @drjessilyn, Ryan Shaw & Simona Carini

[Md Mobashir Hasan Shandhi @MobashirShandhi]

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.

[Digital Biomarker Discovery Pipeline @TheDBDP]

Today is our big debut at #AMIA2022! Check out our workshop "incorporating digital health into clinical workflows" and follow along at https://t.co/7Kn7vEA38c

[Digital Biomarker Discovery Pipeline @TheDBDP]

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! https://t.co/pMoOjdEuxN

[DukeMEDx @DukeMEDx]

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: https://t.co/ooSprpOPxW

[Usman Sattar @UsmanSattarMD]

#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.

[Digital Biomarker Discovery Pipeline @TheDBDP]

Check out our recent article by the @TheDBDP code maintainers Lucy Chikwetu, Yihang Jiang, and @MobashirShandhi! #python #datascience #software #opensource
https://t.co/LhnsdCHbQd

[Digital Biomarker Discovery Pipeline @TheDBDP]

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!

https://t.co/5dSsJu3D9w

[Brinnae Bent, PhD @RunsData]

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! https://t.co/f4fDr40YyK

[ISOQOL @ISOQOL]

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: https://t.co/EKdO7ZG0u4

@TheDBDP @evidation @LillyPad

[Digital Biomarker Discovery Pipeline @TheDBDP]

Check out @TheDBDP’s cameo in @RunsData @TEDx @TEDxDuke talk on “The Future of Medicine is Digital”! #digitalmedicine #digitalhealth

[Brinnae Bent, PhD @RunsData]

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

https://t.co/3gjtF7mgT7

[Digital Biomarker Discovery Pipeline @TheDBDP]

An exciting day for open-source digital medicine! The @_DiMeSociety Playbook is LIVE🎉

[Andy Coravos @AndreaCoravos]

I love launch days! The new website for ��ℎ𝑒 𝑃𝑙𝑎𝑦𝑏𝑜𝑜𝑘 is LIVE. 🚀🏥

You'll find curated, *open-access* resources for adopting powerful digital measures across research & care: https://t.co/rY8fWBG7P5.

h/t @_DiMeSociety and @GoldsackJen.

Healthcare is coming home.

[Digital Biomarker Discovery Pipeline @TheDBDP]

@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
https://t.co/uZnLK4fYtc

[Digital Biomarker Discovery Pipeline @TheDBDP]

@TheDBDP contributer @GeetikaSi shares her recent work on developing a pre-processing pipeline for #wearables! #DataScience #mhealth #digitalmedicine https://t.co/1hAqOKCLNf

[Brinnae Bent, PhD @RunsData]

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!