Sotabase

Career

· Assistant Professor, University of Michigan2026–
· Postdoctoral Researcher, Cornell University2020–
· Master of Science in Information Science, Cornell University2019–2022
· PhD Candidate in Information Science, Cornell University2019–2025
· Bachelor of Science, The Johns Hopkins University

Publications (23)

Predicting Early Warning Signs of Psychotic Relapse From Passive Sensing Data: An Approach Using Encoder-Decoder Neural Networks
JMIR mHealth and uHealth · 2020
93
cited
Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies
PLoS ONE · 2022
58
cited
Burnout and the Quantified Workplace: Tensions around Personal Sensing Interventions for Stress in Resident Physicians
Proc. ACM Hum. Comput. Interact. · 2022
55
cited
Identifying Mobile Sensing Indicators of Stress-Resilience
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2021
42
cited
Heightened Delta Power during Slow-Wave-Sleep in Patients with Rett Syndrome Associated with Poor Sleep Efficiency
PLoS ONE · 2015
34
cited
Digital Prompts to Increase Engagement With the Headspace App and for Stress Regulation Among Parents: Feasibility Study
JMIR Formative Research · 2021
24
cited
Measuring algorithmic bias to analyze the reliability of AI tools that predict depression risk using smartphone sensed-behavioral data
npj Mental Health Research · 2024
19
cited
A call for open data to develop mental health digital biomarkers
BJPsych Open · 2022
17
cited
Understanding Mental Health Clinicians’ Perceptions and Concerns Regarding Using Passive Patient-Generated Health Data for Clinical Decision-Making: Qualitative Semistructured Interview Study
JMIR Formative Research · 2023
16
cited
Rescue of PB-resistant neonatal seizures with single-dose of small-molecule TrkB antagonist show long-term benefits
Epilepsy Research · 2019
11
cited
Societal-Scale Human-AI Interaction Design? How Hospitals and Companies are Integrating Pervasive Sensing into Mental Healthcare
International Conference on Human Factors in Computing Systems · 2024
11
cited
Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2024
8
cited
Exploring Personalized Health Support through Data-Driven, Theory-Guided LLMs: A Case Study in Sleep Health
International Conference on Human Factors in Computing Systems · 2025
6
cited
Exploring Opportunities to Augment Psychotherapy with Language Models
CHI Extended Abstracts · 2024
5
cited
8th International Workshop on Mental Health and Well-being: Sensing and Intervention
UbiComp/ISWC Adjunct · 2023
1
cited
Can Data Augmentation Improve Daily Mood Prediction from Wearable Data? An Empirical Study
UbiComp/ISWC Adjunct · 2023
1
cited
Designing Technologies for Value-based Mental Healthcare: Centering Clinicians’ Perspectives on Outcomes Data Specification, Collection, and Use
International Conference on Human Factors in Computing Systems · 2025
1
cited
Ubiquitous Computing in Action: Infrastructure to Support Sensing and Mental Health Research in Practice
UbiComp Companion · 2024
1
cited
10$th$ International Workshop on Mental Health and Well-being: From Research to Practice in Mental Healthcare
UbiComp Companion · 2025
7th International Workshop on Mental Health and Well-being: Sensing and Intervention
UbiComp/ISWC Adjunct · 2022
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Dan Adler | Researcher Profile | Sotabase | Sotabase