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Nicholas C. Jacobson
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2020 – today
- 2025
- [i4]Arvind Pillai, Dimitris Spathis, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew Campbell:
Beyond Prompting: Time2Lang - Bridging Time-Series Foundation Models and Large Language Models for Health Sensing. CoRR abs/2502.07608 (2025) - 2024
- [j7]Damien Lekkas
, Elad Yom-Tov, Michael V. Heinz, Joseph A. Gyorda
The trajectories of online mental health information seeking: Modeling search behavior before and after completion of self-report screens. Comput. Hum. Behav. 157: 108267 (2024) - [j6]Daniel A. Adler
Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(4): 160:1-160:33 (2024) - [j5]Subigya Nepal
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(4): 186:1-186:44 (2024) - [c2]Subigya Nepal
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App. CHI Extended Abstracts 2024: 86:1-86:8 - [c1]Subigya Nepal
MoodCapture: Depression Detection using In-the-Wild Smartphone Images. CHI 2024: 996:1-996:18 - [i3]Subigya Nepal, Arvind Pillai, Weichen Wang, Tess Griffin, Amanda C. Collins, Michael V. Heinz, Damien Lekkas, Shayan Mirjafari, Matthew Nemesure, George D. Price, Nicholas C. Jacobson, Andrew T. Campbell:
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images. CoRR abs/2402.16182 (2024) - [i2]Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Eunsol Soul Choi, Xuhai Orson Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Colin A. Depp, Nicholas C. Jacobson, Mary Czerwinski, Eric L. Granholm, Andrew T. Campbell:
Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App. CoRR abs/2404.00487 (2024) - [i1]Franklin Y. Ruan, Aiwei Zhang, Jenny Y. Oh, SouYoung Jin, Nicholas C. Jacobson:
Is Attention All You Need For Actigraphy? Foundation Models of Wearable Accelerometer Data for Mental Health Research. CoRR abs/2411.15240 (2024) - 2023
- [j4]Arvind Pillai
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(4): 174:1-174:38 (2023) - 2022
- [j3]Damien Lekkas
Using smartphone app use and lagged-ensemble machine learning for the prediction of work fatigue and boredom. Comput. Hum. Behav. 127: 107029 (2022) - 2020
- [j2]Nicholas C. Jacobson
Passive Sensing of Prediction of Moment-To-Moment Depressed Mood among Undergraduates with Clinical Levels of Depression Sample Using Smartphones. Sensors 20(12): 3572 (2020)
2010 – 2019
- 2019
- [j1]Nicholas C. Jacobson
Digital biomarkers of mood disorders and symptom change. npj Digit. Medicine 2 (2019)
Coauthor Index
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