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.]
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
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 followersView post →
BJ
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 followersView post →
DA
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
@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 followersView post →
Digital biomarkers from everyday devices could revolutionize mental health diagnosis and treatment by enabling continuous, remote monitoring. However, their reliability across diverse populations, behaviors, and devices…
Digital biomarkers from everyday technology data can revolutionize mental health diagnosis and treatment by enabling continuous, remote monitoring. Caution is advised to ensure accuracy and fairness across diverse…
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
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
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 followersView post →
EB
Evidently Better
@EvidentlyBetter · X
A call for open data to develop mental health digital biomarkers https://t.co/g0tWrzk02V
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 followersView post →
DM
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 followersView post →
BJ
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 followersView post →
MS
Michael Sobolev
@sobolevmic · X
RT @dadler27: Editorial with @feiwang03 @davidcmohr @deborahestrin @tanzeemc, Cecilia Livesey out on @TheBJPsych. In the editorial, we high…
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 followersView post →
D
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 followersView post →
DA
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 followersView post →
N
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