BJPsych Open March 2022 PMID 35236540

A call for open data to develop mental health digital biomarkers.

Daniel A Adler, Fei Wang, David C Mohr, Deborah Estrin, Cecilia Livesey, Tanzeem Choudhury

Mentions

22
Peak: 12 in Mar 2022
across 3 sources since Mar 2022

Extended reach

56,441
potential audience

Total likes

53

Video views

306

Mentions per month

Mar 2022 – Dec 2024

Where it's discussed

  • X / Twitter17 posts
  • News3 articles
  • YouTube2 videos

AI synopsis

What people are saying

The discussions reflect a strong consensus on the importance of open data and validation, exemplified by mentions of presentations, editorials, and efforts to address challenges in developing digital biomarkers. The tone is professional and focused, with phrases like 'highlighting the need' and 'important paper,' emphasizing the perceived significance and urgency of the topic.

AgreementModerate agreement

Most discussions express support and alignment with the article's call for open data and emphasis on validation, indicating a general agreement with the publication's goals.

InterestHigh interest

The posts show high curiosity and focus, with many references to specific initiatives, presentations, and editorial highlights, displaying strong engagement with the topic.

EngagementHigh engagement

Participants actively discuss technical validation, semantic challenges, and the importance of open data, suggesting deep involvement and thoughtful engagement.

ImpactModerate impact

While there's recognition of the significance of open data for advancing mental health diagnostics, the conversations seem to emphasize academic and professional implications rather than immediate practical change.

Abstract in brief

  • Digital biomarkers generated from everyday technology data have the potential to transform mental health diagnosis and treatment by providing continuous, remote, and unobtrusive behavior monitoring.
  • The authors warn clinicians to be cautious in using these biomarkers until machine learning models are thoroughly evaluated for fairness and accuracy across diverse populations, different behaviors over time, and various devices and platforms.
  • They advocate for establishing a shared repository of open, deidentified data to facilitate equitable development and assessment of digital biomarkers on a large scale.]

Top posts

Most liked on X and Bluesky
Dan Adler
@dadler27 · X

Posting the @turinginst talk I gave on mental health digital biomarker reliability. https://t.co/kSmCmC867w Thank you to the DS4MH SIG for inviting me to present our work. I really enjoyed @VedantNeedMoEdu's talk on the semantic gap b/w data types and outcome measures as well! https://t.co/tgtLgvmvE6

Jul 28, 2022 · 19 likes · 1 share · 854 followers View post →
Dan Adler
@dadler27 · X

Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we highlight 3 challenges towards demonstrating the reliability of models creating #mentalhealth digital biomarkers (1/3) https://t.co/EFlO9cZ7DQ

Mar 3, 2022 · 13 likes · 7 shares · 854 followers View post →
BJPsych Journals
@TheBJPsych · X

Have you read the #BJPOpen editorial 'A call for open data to develop #mentalhealth digital biomarkers'? Read this article and more in our #APAAM22 collection! Editorial: https://t.co/1bCOB6YQQn Collection: https://t.co/iUK135aa0t @CambUP_Psych @rcpsych @APA https://t.co/UxKhOwtmlx

May 23, 2022 · 4 likes · 2 shares · 13,386 followers View post →
Dan Adler
@dadler27 · X

Manuscript resonates with a lot of our work on validating novel mental health measures (see our @TheBJPsych paper from last year (https://t.co/aFDiLvX2iu). From a tech perspective, agree with the focus on principled validation versus transportability. https://t.co/UkG5OjPOV9

Feb 27, 2023 · 4 likes · 854 followers View post →
Simon D'Alfonso
@sjdalf · X

A call for open data to develop mental health digital biomarkers https://t.co/KyKCn8weYq

Mar 7, 2022 · 4 likes · 817 followers View post →
David Mohr
@DavidCMohr · X

@dadler27 @feiwang03 @deborahestrin @tanzeemc @TheBJPsych Thanks @dadler27 for leading this important paper highlighting the need for open data for advancing personal sensing in mental health. https://t.co/WPueyceXOw

Mar 3, 2022 · 3 likes · 1 share · 1,751 followers View post →

All mentions

Jim Bloom
@jimmyroybloom · X

A call for open data to develop mental health digital biomarkers | BJPsych Open | Cambridge Core https://t.co/qr0nByEYQr

Jul 7, 2023 · 2,465 followers View post →
Dan Adler
@dadler27 · X

Manuscript resonates with a lot of our work on validating novel mental health measures (see our @TheBJPsych paper from last year (https://t.co/aFDiLvX2iu). From a tech perspective, agree with the focus on principled validation versus transportability. https://t.co/UkG5OjPOV9

Feb 27, 2023 · 4 likes · 854 followers View post →
tanzeem
@tanzeemc · X

RT @dadler27: Posting the @turinginst talk I gave on mental health digital biomarker reliability. https://t.co/kSmCmC867w Thank you to th…

Jul 28, 2022 · 1 share · 1,771 followers View post →
Dan Adler
@dadler27 · X

Posting the @turinginst talk I gave on mental health digital biomarker reliability. https://t.co/kSmCmC867w Thank you to the DS4MH SIG for inviting me to present our work. I really enjoyed @VedantNeedMoEdu's talk on the semantic gap b/w data types and outcome measures as well! https://t.co/tgtLgvmvE6

Jul 28, 2022 · 19 likes · 1 share · 854 followers View post →
BJPsych Journals
@TheBJPsych · X

Have you read the #BJPOpen editorial 'A call for open data to develop #mentalhealth digital biomarkers'? Read this article and more in our #APAAM22 collection! Editorial: https://t.co/1bCOB6YQQn Collection: https://t.co/iUK135aa0t @CambUP_Psych @rcpsych @APA https://t.co/UxKhOwtmlx

May 23, 2022 · 4 likes · 2 shares · 13,386 followers View post →
Evidently Better
@EvidentlyBetter · X

A call for open data to develop mental health digital biomarkers https://t.co/g0tWrzk02V

Mar 15, 2022 · 620 followers View post →
Iain Hrynaszkiewicz
@iainh_z · X

A call for #opendata to develop mental health digital biomarkers https://t.co/HNWqHkERpd

Mar 7, 2022 · 1 like · 1,677 followers View post →
Simon D'Alfonso
@sjdalf · X

A call for open data to develop mental health digital biomarkers https://t.co/KyKCn8weYq

Mar 7, 2022 · 4 likes · 817 followers View post →
Oresti Baños #SinCienciaNoHayFuturo
@orestibanos · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 4, 2022 · 7 shares · 520 followers View post →
BhanuTeja Gullapalli
@BhanuGullapalli · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 3, 2022 · 7 shares · 106 followers View post →
tanzeem
@tanzeemc · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 3, 2022 · 7 shares · 1,771 followers View post →
David Mohr
@DavidCMohr · X

@dadler27 @feiwang03 @deborahestrin @tanzeemc @TheBJPsych Thanks @dadler27 for leading this important paper highlighting the need for open data for advancing personal sensing in mental health. https://t.co/WPueyceXOw

Mar 3, 2022 · 3 likes · 1 share · 1,751 followers View post →
BJPsych Journals
@TheBJPsych · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 3, 2022 · 7 shares · 13,386 followers View post →
Michael Sobolev
@sobolevmic · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 3, 2022 · 7 shares · 414 followers View post →
Mental Health Bot
@MentalHealthBo5 · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 3, 2022 · 7 shares · 12,724 followers View post →
deborahestrin
@deborahestrin · X

RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…

Mar 3, 2022 · 7 shares · 2,013 followers View post →
Dan Adler
@dadler27 · X

Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we highlight 3 challenges towards demonstrating the reliability of models creating #mentalhealth digital biomarkers (1/3) https://t.co/EFlO9cZ7DQ

Mar 3, 2022 · 13 likes · 7 shares · 854 followers View post →
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