How powerful is #AI -mediated journaling shaped by behavioral sensing data? 🤔

We're exploring #LLM + mobile-captured behaviors to personalize journaling for student #wellbeing . I'll be presenting this work at #CHI2024 LBW!🚀 #MentalHealth

📜arxiv.org/abs/2404.00487

On Friday! Our next CTBH Seminar will be presented by George Price, PhD: Leveraging Passively-Collected #Wearable Accelerometry Data Coupled with #MachineLearning to Longitudinally Detect and Predict Major Depressive Disorder

📢 Exciting news! In our new preprint we propose a template and tutorial for preregistering studies using passive smartphone measures 📱💡osf.io/preprints/psya… #preregistration #openscience #digitalphenotyping #reproducibility #mobilesensing 1/5🧵

A team of Dartmouth researchers, including Geisel's Nicholas Jacobson, have developed the first smartphone app that uses #AI and facial cues to detect the onset of depression before the user even knows something is wrong. home.dartmouth.edu/news/2024/02/p…

Excited to share our work 'MoodCapture: Depression Detection Using In-the-Wild Smartphone Images,' co-led with Arvind Pillai. We'll be presenting the work @ #CHI2024 in Honolulu this May! #MentalHealth

Read paper on arXiv: arxiv.org/abs/2402.16182

home.dartmouth.edu/news/2024/02/p…

As a reminder, we have a call for submissions/proposals for an exciting special issue.

Passive sensing of behavioral markers of psychopathology.

Edited by Daniel Fulford and Nick Jacobson

apa.org/pubs/journals/…

Paper published 🥳 In our new paper we investigate methodological challenges while analyzing passive measures — choosing a time scale for summarizing and analyzing the data📱Despite its importance, the choice of temporal resolution is rarely justified. journals.sagepub.com/doi/10.1177/25…

Delighted to share that our work on investigating the generalizability of speech-based suicidal ideation detection has been published in ACM #IMWUT
Paper: dl.acm.org/doi/10.1145/36…

🌟 Thrilled to co-edit a special issue on Passive Sensing of Behavioral Markers of Psychopathology with Daniel Fulford for the Journal of Psychopathology and Clinical Science!

Abstracts due: March 1!

Link below 👇
apa.org/pubs/journals/…

🚨 Call for papers: Passive sensing of behavioral markers of psychopathology - A special issue at the Journal of Psychopathology and Clinical Science🚨

Abstracts due March 1

Edited by Daniel Fulford and Nick Jacobson

Check out details in the picture and please RT!

New paper on implementing precision medicine in personalizing psychological treatments: sciencedirect.com/science/articl… Too many amazing authors to tag all: Zachary Cohen Lorenzo Lorenzo-Luaces, PhD (he/him) Jessica Schleider, PhD Dr. Jill Ehrenreich-May Eiko Fried Christian Webb chris beevers Aaron Fisher Claudi Bockting Nick Jacobson

1/n Preprint of our protocol for a huge individual participant data network meta-analysis (IPD-NMA) aimed a developing treatment selection approaches in depression now available online: osf.io/preprints/psya… - culimination of years of work by awesome team led by Ellen Driessen

How can computational models help us to improve treatments for mental disorder? In our latest preprint (psyarxiv.com/tyn9z) jonas haslbeck, Don Robinaugh and I explore how these models can be used to simulate in-vivo trials of new and existing treatments 1/n

Nick is a fantastic supervisor and mentor and colleague, and does exceptionally interesting and exciting work. Highly recommended !

🚨📣 Job Alert Center for Technology and Behavioral Health

Join our team exploring digital phenotyping approaches to serious mental health issues.

🔍 Postdoc & Research Coordinator
🌐 Remote possible
📧 DM or [email protected]

Please RT and share widely!