Michael V. Heinz

16 papers A* 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Transferable Sensor Models via Language-Informed Pretraining.
CoRR
Yuliang Chen, Arvind Pillai, Yu Yvonne Wu, Tess Z. Griffin, Lisa A. Marsch, Michael V. Heinz, Nicholas C. Jacobson, Andrew T. Campbell
2025 — conf
Beyond Prompting: Time2Lang - Bridging Time-Series Foundation Models and Large Language Models for Health Sensing.
CHIL
Arvind Pillai, Dimitris Spathis, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew Campbell
2025 J jnl
Beyond Prompting: Time2Lang - Bridging Time-Series Foundation Models and Large Language Models for Health Sensing.
CoRR
Arvind Pillai, Dimitris Spathis, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew Campbell
2025 J jnl
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review.
IEEE Trans. Affect. Comput.
M. L. Tlachac, Michael V. Heinz, Anastasia C. Bryan, Arielle LaPreay, Geri L. Dimas, Tingting Zhao, Nicholas C. Jacobson, Samuel S. Ogden
2025 J jnl
LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models.
CoRR
Wenxuan Xu, Arvind Pillai, Subigya Nepal, Amanda C. Collins, Daniel M. Mackin, Michael V. Heinz, Tess Z. Griffin, Nicholas C. Jacobson, Andrew T. Campbell
2024 J jnl
Mental Health and Mobile Communication Profiles of Crowdsourced Participants.
IEEE J. Biomed. Health Informatics
M. L. Tlachac, Michael V. Heinz
2024 J jnl
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences.
CoRR
Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Michael V. Heinz, Ashmita Kunwar, Eunsol Soul Choi, Xuhai Orson Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Sarah M. Preum, Colin Depp, Nicholas Jacobson, Mary Czerwinski, Eric L. Granholm, Andrew T. Campbell
2024 J jnl
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Michael V. Heinz, Ashmita Kunwar, Eunsol Soul Choi, Xuhai Xu, Joanna Kuc, Jeremy F. Huckins, Jason Holden, Sarah M. Preum, Colin Depp, Nicholas C. Jacobson, Mary P. Czerwinski, Eric L. Granholm, Andrew T. Campbell
2024 J jnl
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images.
CoRR
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
2024 A* conf
MoodCapture: Depression Detection using In-the-Wild Smartphone Images.
CHI
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
2024 J jnl
Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
M. L. Tlachac, Michael V. Heinz, Miranda Reisch, Samuel S. Ogden
2024 J jnl
The trajectories of online mental health information seeking: Modeling search behavior before and after completion of self-report screens.
Comput. Hum. Behav.
Damien Lekkas, Elad Yom-Tov, Michael V. Heinz, Joseph A. Gyorda, Theresa Nguyen, Paul J. Barr, Nicholas C. Jacobson
2023 J jnl
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Arvind Pillai, Subigya Kumar Nepal, Weichen Wang, Matthew Nemesure, Michael V. Heinz, George D. Price, Damien Lekkas, Amanda C. Collins, Tess Griffin, Benjamin Buck, Sarah Masud Preum, Trevor Cohen, Nicholas C. Jacobson, Dror Ben-Zeev, Andrew T. Campbell
2023 — conf
Mobile Communication Log Time Series to Detect Depressive Symptoms.
EMBC
M. L. Tlachac, Miranda Reisch, Michael V. Heinz
2021 J jnl
An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles.
CoRR
Greg M. Silverman, Raymond L. Finzel, Michael V. Heinz, Jake Vasilakes, Jacob C. Solinsky, Reed McEwan, Benjamin C. Knoll, Christopher J. Tignanelli, Hongfang Liu, Hua Xu, Xiaoqian Jiang, Genevieve B. Melton, Serguei V. S. Pakhomov
2019 — conf
Understanding Urgency in Radiology Reporting: Identifying Associations Between Clinical Findings in Radiology Reports and Their Prompt Communication to Referring Physicians.
MedInfo
Xing Meng, Michael V. Heinz, Craig H. Ganoe, Ryan T. Sieberg, Yvonne Y. Cheung, Saeed Hassanpour