Understanding Urgency in Radiology Reporting: Identifying Associations Between Clinical Findings in Radiology Reports and Their Prompt Communication to Referring Physicians. - Xing Meng; Michael V. Heinz; Craig H. Ganoe; Ryan T. Sieberg; Yvonne Y. Cheung; Saeed Hassanpour (MedInfo, 2019)

An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. - 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 001; Xiaoqian Jiang; Genevieve B. Melton; et al. (CoRR, 2021)

Mobile Communication Log Time Series to Detect Depressive Symptoms. - M. L. Tlachac; Miranda Reisch; Michael V. Heinz (EMBC, 2023)

Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones. - Arvind Pillai; Subigya Kumar Nepal; Weichen Wang 001; Matthew Nemesure; Michael V. Heinz; George D. Price; Damien Lekkas; Amanda C. Collins; Tess Griffin; Benjamin Buck; Sarah Masud Preum; Trevor Cohen; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

MoodCapture: Depression Detection using In-the-Wild Smartphone Images. - Subigya Nepal; Arvind Pillai; Weichen Wang 001; Tess Griffin; Amanda C. Collins; Michael V. Heinz; Damien Lekkas; Shayan Mirjafari; Matthew Nemesure; George D. Price; Nicholas C. Jacobson; Andrew T. Campbell (CHI, 2024)

The trajectories of online mental health information seeking: Modeling search behavior before and after completion of self-report screens. - Damien Lekkas; Elad Yom-Tov; Michael V. Heinz; Joseph A. Gyorda; Theresa Nguyen; Paul J. Barr; Nicholas C. Jacobson (Comput. Hum. Behav., 2024)

MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences. - 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 001; Sarah M. Preum; et al. (CoRR, 2024)

Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening. - M. L. Tlachac; Michael V. Heinz; Miranda Reisch; Samuel S. Ogden (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences. - 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 001; Sarah M. Preum; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Mental Health and Mobile Communication Profiles of Crowdsourced Participants. - M. L. Tlachac; Michael V. Heinz (IEEE J. Biomed. Health Informatics, 2024)

Beyond Prompting: Time2Lang - Bridging Time-Series Foundation Models and Large Language Models for Health Sensing. - Arvind Pillai; Dimitris Spathis; Subigya Nepal; Amanda C. Collins; Daniel M. Mackin; Michael V. Heinz; Tess Z. Griffin; Nicholas C. Jacobson; Andrew Campbell 001 (CHIL, 2025)