iiinova — where your digital self keeps evolving

Reposted by Veerle Eijsbroek

Oscar Kjell @oscarkjell.bsky.social · 04/09/2026

1/5 AI is becoming more advanced and more common in mental healthcare, from assessments to psychotherapy support. We built a Coursera specialisation to help clinicians navigate it: The Mental Health Clinician and AI. coursera.org/specializations/the-mental-health-clinician-and-ai #PsychSciSky

coursera.org

The Mental Health Clinician and AI

Offered by Lund University. Navigate AI as a Mental Health Professional. Understand, evaluate, and apply AI as a mental health professional Enroll for free.

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Reposted by Veerle Eijsbroek

agnilsson.bsky.social @agnilsson.bsky.social · 18/05/2026

New AMPPS paper introducing a new LIBRARY: the Language-Based Assessment Model (L-BAM) Library 📚 with 50+ open models for assessing mental health, well-being, implicit motives, and more 🧵 journals.sagepub.com/doi/full/10....

journals.sagepub.com

Sage Journals: Discover world-class research

Subscription and open access journals from Sage, the world's leading independent academic publisher.

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Veerle Eijsbroek @veerleceline.bsky.social · 28/07/2025

5/5 Much gratitude to the whole visualization team and the R package developers 🙏 Leon Ackermann, @alexgu85.bsky.social, @agnilsson.bsky.social, Clara Wiebel, Adithya Ganesan, @katarinakjell.bsky.social, @handyschwartz.bsky.social & @oscarkjell.bsky.social

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Veerle Eijsbroek @veerleceline.bsky.social · 28/07/2025

4/5 The figures are accompanied by step-by-step technical instructions and interpretation guidelines, supporting the use of language visualisations for meaningful data-driven insights ✨ 🙌

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Veerle Eijsbroek @veerleceline.bsky.social · 28/07/2025

3/5 The tutorial guides you through 4 visualization techniques, from visualizing individual words to overarching topics to complete sentences 💬 They can be used for both one- and two-dimensional figures, visualizing language in relation to different psychological states 😄😐😞

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Veerle Eijsbroek @veerleceline.bsky.social · 28/07/2025

2/5 We use the open-source R packages text (www.r-text.org) and topics (www.r-topics.org), designed to streamline language analyses for social sciences. #rtext #rtopics #AI #NLP

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Veerle Eijsbroek @veerleceline.bsky.social · 28/07/2025

1/5 Did you ever wish to make a visualization of language data? 🤔 We made an R-based tutorial for social scientists on how to turn language data into visual insights ✅ Preprint: doi.org/10.31234/osf...

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Veerle Eijsbroek @veerleceline.bsky.social · 03/04/2024

6/6 We hope that the LEADING guideline will support researchers in conducting, reporting, and evaluating research that aims to achieve best-estimate assessments 🙌 Much gratitude to all inspiring collaborators on this project! 🙏

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Veerle Eijsbroek @veerleceline.bsky.social · 03/04/2024

5/6 In previously published studies, 18 to 58% (Mean = 33%) of the standards were not reported 🚨 which shows the need for the guideline.

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Veerle Eijsbroek @veerleceline.bsky.social · 03/04/2024

4/6 To tackle this gap, we developed the LEADING guideline including 20 reporting standards related to four groups: 1. Longitudinal design ⌛ 2. Appropriate data ℹ️ 3. Evaluation – experts, materials, and procedures 🧐 4. Validity 🎯

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Veerle Eijsbroek @veerleceline.bsky.social · 03/04/2024

3/6 However, the quality of these assessments is difficult to evaluate due to poor reporting of the assessment methods 📝 😕 Referring to an assessment as a best-estimate (and sometimes even as a gold standard) while vaguely reporting the assessment method is alarming 🚨

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Veerle Eijsbroek @veerleceline.bsky.social · 03/04/2024

2/6 Accurate assessments, such as for depression, are essential but face many challenges. Similar assessment methods across medicine, psychiatry, and psychology involve experts reviewing several sources of longitudinal information to achieve best-estimate assessments. ✨

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