Michael L. Birnbaum

According to our database, Michael L. Birnbaum authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Missed Opportunities for Human-Centered AI Research: Understanding Stakeholder Collaboration in Mental Health AI Research.

Dong Whi Yoo, Hayoung Woo, Sachin R. Pendse, Nathaniel Young Lu, Michael L. Birnbaum, Gregory D. Abowd, Munmun De Choudhury

Proc. ACM Hum. Comput. Interact., 2024

Do Large Language Models Align with Core Mental Health Counseling Competencies?

Viet Cuong Nguyen, Mohammad Taher, Dongwan Hong, Vinicius Konkolics Possobom, Vibha Thirunellayi Gopalakrishnan, Ekta Raj, Zihang Li, Heather J. Soled, Michael L. Birnbaum, Srijan Kumar, Munmun De Choudhury

CoRR, 2024

Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use.

Mohit Chandra, Siddharth Sriraman, Gaurav Verma, Harneet Singh Khanuja, Jose Suarez Campayo, Zihang Li, Michael L. Birnbaum, Munmun De Choudhury

CoRR, 2024

Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms.

Viet Cuong Nguyen, Mini Jain, Abhijat Chauhan, Heather Jaime Soled, Santiago Alvarez Lesmes, Zihang Li, Michael L. Birnbaum, Sunny X. Tang, Srijan Kumar, Munmun De Choudhury

CoRR, 2024

Patient Perspectives on AI-Driven Predictions of Schizophrenia Relapses: Understanding Concerns and Opportunities for Self-Care and Treatment.

Dong Whi Yoo, Hayoung Woo, Viet Cuong Nguyen, Michael L. Birnbaum, Kaylee Payne Kruzan, Jennifer G. Kim, Gregory D. Abowd, Munmun De Choudhury

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Discussing Social Media During Psychotherapy Consultations: Patient Narratives and Privacy Implications.

Dong Whi Yoo, Aditi Bhatnagar, Sindhu Kiranmai Ernala, Asra Ali, Michael L. Birnbaum, Gregory D. Abowd, Munmun De Choudhury

Proc. ACM Hum. Comput. Interact., April, 2023

Understanding and Mitigating Mental Health Misinformation on Video Sharing Platforms.

Viet Cuong Nguyen, Michael L. Birnbaum, Munmun De Choudhury

CoRR, 2023

2022

The Reintegration Journey Following a Psychiatric Hospitalization: Examining the Role of Social Technologies.

Sindhu Kiranmai Ernala, Jordyn Seybolt, Dong Whi Yoo, Michael L. Birnbaum, John M. Kane, Munmun De Choudhury

Proc. ACM Hum. Comput. Interact., 2022

2021

A Social Media Study on Mental Health Status Transitions Surrounding Psychiatric Hospitalizations.

Sindhu Kiranmai Ernala, Kathan H. Kashiparekh, Amir Bolous, Asra Ali, John M. Kane, Michael L. Birnbaum, Munmun De Choudhury

Proc. ACM Hum. Comput. Interact., 2021

Music in behavioral health: from digital biomarker to therapeutics.

Katrin Hänsel, Sunny X. Tang, Michael Sobolev, Michael L. Birnbaum, John M. Kane

Proceedings of the DigiBiom@MobiSys '21: Proceedings of the 2021 Workshop on Future of Digital Biomarkers, 2021

2020

Parasympathetic arousal-related cortical activity is associated with attention during cognitive task performance.

Anita D. Barber, Majnu John, Pamela DeRosse, Michael L. Birnbaum, Todd Lencz, Anil K. Malhotra

NeuroImage, 2020

2019

A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media.

Stevie Chancellor, Michael L. Birnbaum, Eric D. Caine, Vincent M. B. Silenzio, Munmun De Choudhury

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

Methodological Gaps in Predicting Mental Health States from Social Media: Triangulating Diagnostic Signals.

Sindhu Kiranmai Ernala, Michael L. Birnbaum, Kristin A. Candan, Asra F. Rizvi, William A. Sterling, John M. Kane, Munmun De Choudhury

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Characterizing Audience Engagement and Assessing Its Impact on Social Media Disclosures of Mental Illnesses.

Sindhu Kiranmai Ernala, Tristan Labetoulle, Fred Bane, Michael L. Birnbaum, Asra F. Rizvi, John M. Kane, Munmun De Choudhury

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2017

Linguistic Markers Indicating Therapeutic Outcomes of Social Media Disclosures of Schizophrenia.

Sindhu Kiranmai Ernala, Asra F. Rizvi, Michael L. Birnbaum, John M. Kane, Munmun De Choudhury

Proc. ACM Hum. Comput. Interact., 2017

A Systematic Review and Taxonomy of Published Quality Criteria Related to the Evaluation of User-Facing eHealth Programs.

Amit Baumel, Michael L. Birnbaum, Madalina Sucala

J. Medical Syst., 2017

Panel: Designing Studies for Feasibility Testing, Refinement and Validation of Digital Biomarkers.

John P. Pollak, Michael L. Birnbaum, Tanzeem Choudhury, Frederick Muench, Graeme Rimmer

Proceedings of the 1st Workshop on Digital Biomarkers, 2017