Michael L. Birnbaum

20 papers A* 2A 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Do Large Language Models Align with Core Mental Health Counseling Competencies?
NAACL (Findings)
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
2025 — conf
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use.
NAACL (Long Papers)
Mohit Chandra, Siddharth Sriraman, Gaurav Verma, Harneet Singh Khanuja, Jose Suarez Campayo, Zihang Li, Michael L. Birnbaum, Munmun De Choudhury
2025 A conf
Supporters and Skeptics: LLM-Based Analysis of Engagement with Mental Health (Mis)Information Content on Video-Sharing Platforms.
ICWSM
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
2024 J jnl
Do Large Language Models Align with Core Mental Health Counseling Competencies?
CoRR
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
2024 J jnl
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use.
CoRR
Mohit Chandra, Siddharth Sriraman, Gaurav Verma, Harneet Singh Khanuja, Jose Suarez Campayo, Zihang Li, Michael L. Birnbaum, Munmun De Choudhury
2024 J jnl
Missed Opportunities for Human-Centered AI Research: Understanding Stakeholder Collaboration in Mental Health AI Research.
Proc. ACM Hum. Comput. Interact.
Dong Whi Yoo, Hayoung Woo, Sachin R. Pendse, Nathaniel Young Lu, Michael L. Birnbaum, Gregory D. Abowd, Munmun De Choudhury
2024 A* conf
Patient Perspectives on AI-Driven Predictions of Schizophrenia Relapses: Understanding Concerns and Opportunities for Self-Care and Treatment.
CHI
Dong Whi Yoo, Hayoung Woo, Viet Cuong Nguyen, Michael L. Birnbaum, Kaylee Payne Kruzan, Jennifer G. Kim, Gregory D. Abowd, Munmun De Choudhury
2024 J jnl
Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms.
CoRR
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
2023 J jnl
Discussing Social Media During Psychotherapy Consultations: Patient Narratives and Privacy Implications.
Proc. ACM Hum. Comput. Interact.
Dong Whi Yoo, Aditi Bhatnagar, Sindhu Kiranmai Ernala, Asra Ali, Michael L. Birnbaum, Gregory D. Abowd, Munmun De Choudhury
2023 J jnl
Understanding and Mitigating Mental Health Misinformation on Video Sharing Platforms.
CoRR
Viet Cuong Nguyen, Michael L. Birnbaum, Munmun De Choudhury
2022 J jnl
The Reintegration Journey Following a Psychiatric Hospitalization: Examining the Role of Social Technologies.
Proc. ACM Hum. Comput. Interact.
Sindhu Kiranmai Ernala, Jordyn Seybolt, Dong Whi Yoo, Michael L. Birnbaum, John M. Kane, Munmun De Choudhury
2021 J jnl
A Social Media Study on Mental Health Status Transitions Surrounding Psychiatric Hospitalizations.
Proc. ACM Hum. Comput. Interact.
Sindhu Kiranmai Ernala, Kathan H. Kashiparekh, Amir Bolous, Asra Ali, John M. Kane, Michael L. Birnbaum, Munmun De Choudhury
2021 — conf
Music in behavioral health: from digital biomarker to therapeutics.
DigiBiom@MobiSys
Katrin Hänsel, Sunny X. Tang, Michael Sobolev, Michael L. Birnbaum, John M. Kane
2020 J jnl
Parasympathetic arousal-related cortical activity is associated with attention during cognitive task performance.
NeuroImage
Anita D. Barber, Majnu John, Pamela DeRosse, Michael L. Birnbaum, Todd Lencz, Anil K. Malhotra
2019 — conf
A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media.
FAT
Stevie Chancellor, Michael L. Birnbaum, Eric D. Caine, Vincent M. B. Silenzio, Munmun De Choudhury
2019 A* conf
Methodological Gaps in Predicting Mental Health States from Social Media: Triangulating Diagnostic Signals.
CHI
Sindhu Kiranmai Ernala, Michael L. Birnbaum, Kristin A. Candan, Asra F. Rizvi, William A. Sterling, John M. Kane, Munmun De Choudhury
2018 A conf
Characterizing Audience Engagement and Assessing Its Impact on Social Media Disclosures of Mental Illnesses.
ICWSM
Sindhu Kiranmai Ernala, Tristan Labetoulle, Fred Bane, Michael L. Birnbaum, Asra F. Rizvi, John M. Kane, Munmun De Choudhury
2017 J jnl
A Systematic Review and Taxonomy of Published Quality Criteria Related to the Evaluation of User-Facing eHealth Programs.
J. Medical Syst.
Amit Baumel, Michael L. Birnbaum, Madalina Sucala
2017 J jnl
Linguistic Markers Indicating Therapeutic Outcomes of Social Media Disclosures of Schizophrenia.
Proc. ACM Hum. Comput. Interact.
Sindhu Kiranmai Ernala, Asra F. Rizvi, Michael L. Birnbaum, John M. Kane, Munmun De Choudhury
2017 — conf
Panel: Designing Studies for Feasibility Testing, Refinement and Validation of Digital Biomarkers.
DigitalBioMarker@MobiSys
John P. Pollak, Michael L. Birnbaum, Tanzeem Choudhury, Frederick Muench, Graeme Rimmer