Munmun De Choudhury

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Infectious Diseases

Machine Learning

Top Venues

JMIR mental health

JMIR formative research

Journal of medical Internet research

JMIR mHealth and uHealth

This page only lists publications with an associated author ORCID identifier.

Publications

Mai ElSherief, Steven A Sumner, Vikram Krishnasamy, Christopher M Jones, Royal Kai Yee Law, Akadia Kacha-Ochana, Lyna Schieber, Munmun De Choudhury
Identification of Myths and Misinformation About Treatment for Opioid Use Disorder on Social Media: Infodemiology Study. JMIR formative research 8 (2024)
Mai ElSherief, Steven A Sumner, Vikram Krishnasamy, Christopher M Jones, Royal Kai Yee Law, Akadia Kacha-Ochana, Lyna Schieber, Munmun De Choudhury
Identification of Myths and Misinformation About Treatment for Opioid Use Disorder on Social Media: Infodemiology Study. JMIR formative research 8 (2024)
Vedant Das Swain, Jingjing Ye, Siva Karthik Ramesh, Abhirup Mondal, Gregory D Abowd, Munmun De Choudhury
Leveraging Social Media to Predict COVID-19-Induced Disruptions to Mental Well-Being Among University Students: Modeling Study. JMIR formative research 8 (2024)
Vedant Das Swain, Jingjing Ye, Siva Karthik Ramesh, Abhirup Mondal, Gregory D Abowd, Munmun De Choudhury
Leveraging Social Media to Predict COVID-19-Induced Disruptions to Mental Well-Being Among University Students: Modeling Study. JMIR formative research 8 (2024)
Yunhao Yuan, Erin Kasson, Jordan Taylor, Patricia A Cavazos-Rehg, Munmun De Choudhury, Talayeh Aledavood
Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach. JMIR formative research 8 (2024)
Vedant Das Swain, Jingjing Ye, Siva Karthik Ramesh, Abhirup Mondal, Gregory D Abowd, Munmun De Choudhury
Leveraging Social Media to Predict COVID-19-Induced Disruptions to Mental Well-Being Among University Students: Modeling Study. JMIR formative research 8 (2024)
Jasmine C Foriest, Shravika Mittal, Eugenia Kim, Andrea E Carmichael, Natalie Lennon, Steven A Sumner, Munmun De Choudhury
News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis. JMIR mental health 11 (2024)
Jasmine C Foriest, Shravika Mittal, Eugenia Kim, Andrea E Carmichael, Natalie Lennon, Steven A Sumner, Munmun De Choudhury
News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis. JMIR mental health 11 (2024)
Yunhao Yuan, Erin Kasson, Jordan Taylor, Patricia A Cavazos-Rehg, Munmun De Choudhury, Talayeh Aledavood
Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach. JMIR formative research 8 (2024)
Mai ElSherief, Steven A Sumner, Vikram Krishnasamy, Christopher M Jones, Royal Kai Yee Law, Akadia Kacha-Ochana, Lyna Schieber, Munmun De Choudhury
Identification of Myths and Misinformation About Treatment for Opioid Use Disorder on Social Media: Infodemiology Study. JMIR formative research 8 (2024)
Mai ElSherief, Steven A Sumner, Vikram Krishnasamy, Christopher M Jones, Royal Kai Yee Law, Akadia Kacha-Ochana, Lyna Schieber, Munmun De Choudhury
Identification of Myths and Misinformation About Treatment for Opioid Use Disorder on Social Media: Infodemiology Study. JMIR formative research 8 (2024)
Vedant Das Swain, Jingjing Ye, Siva Karthik Ramesh, Abhirup Mondal, Gregory D Abowd, Munmun De Choudhury
Leveraging Social Media to Predict COVID-19-Induced Disruptions to Mental Well-Being Among University Students: Modeling Study. JMIR formative research 8 (2024)
Jasmine C Foriest, Shravika Mittal, Eugenia Kim, Andrea E Carmichael, Natalie Lennon, Steven A Sumner, Munmun De Choudhury
News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis. JMIR mental health 11 (2024)
Yunhao Yuan, Erin Kasson, Jordan Taylor, Patricia A Cavazos-Rehg, Munmun De Choudhury, Talayeh Aledavood
Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach. JMIR formative research 8 (2024)
Ben Rochford, Sachin Pendse, Neha Kumar, Munmun De Choudhury
Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data. JMIR mental health 10 (2023)
Ben Rochford, Sachin Pendse, Neha Kumar, Munmun De Choudhury
Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data. JMIR mental health 10 (2023)
Ben Rochford, Sachin Pendse, Neha Kumar, Munmun De Choudhury
Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data. JMIR mental health 10 (2023)
Ian Cero, Munmun De Choudhury, Peter A Wyman
Social network structure as a suicide prevention target. Social psychiatry and psychiatric epidemiology (2023)
Ben Rochford, Sachin Pendse, Neha Kumar, Munmun De Choudhury
Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data. JMIR mental health 10 (2023)
Cory J Cascalheira, Ryan E Flinn, Yuxuan Zhao, Dannie Klooster, Danica Laprade, Shah Muhammad Hamdi, Jillian R Scheer, Alejandra Gonzalez, Emily M Lund, Ivan N Gomez, Koustuv Saha, Munmun De Choudhury
Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study. JMIR formative research 7 (2023)
Viet Cuong Nguyen, Nathaniel Lu, John M Kane, Michael Leo Birnbaum, Munmun De Choudhury
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study. JMIR mental health 9 (12) (2022)
Viet Cuong Nguyen, Nathaniel Lu, John M Kane, Michael Leo Birnbaum, Munmun De Choudhury
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study. JMIR mental health 9 (12) (2022)
Viet Cuong Nguyen, Nathaniel Lu, John M Kane, Michael Leo Birnbaum, Munmun De Choudhury
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study. JMIR mental health 9 (12) (2022)
Viet Cuong Nguyen, Nathaniel Lu, John M Kane, Michael Leo Birnbaum, Munmun De Choudhury
Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study. JMIR mental health 9 (12) (2022)
Mai ElSherief, Steven A Sumner, Christopher M Jones, Royal Kai Yee Law, Akadia Kacha-Ochana, Lyna Schieber, LeShaundra Cordier, Kelly Holton, Munmun De Choudhury
Characterizing and Identifying the Prevalence of Web-Based Misinformation Relating to Medication for Opioid Use Disorder: Machine Learning Approach. Journal of medical Internet research 23 (12) (2021)
Philip Resnik, Munmun De Choudhury, Katherine Musacchio Schafer, Glen Coppersmith
Bibliometric Studies and the Discipline of Social Media Mental Health Research. Comment on "Machine Learning for Mental Health in Social Media: Bibliometric Study". Journal of medical Internet research 23 (6) (2021)
Koustuv Saha, John B Torous, Emre Kıcıman, Munmun De Choudhury
Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data. JMIR mental health 8 (3) (2021)
Stevie Chancellor, Steven A Sumner, Corinne David-Ferdon, Tahirah Ahmad, Munmun De Choudhury
Suicide Risk and Protective Factors in Online Support Forum Posts: Annotation Scheme Development and Validation Study. JMIR mental health 8 (11) (2021)
Gonzalo J Martinez, Stephen M Mattingly, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Jessica Young, Nitesh V Chawla, Munmun De Choudhury, Sidney K D'Mello, Gloria Mark, Aaron Striegel
Predicting Participant Compliance With Fitness Tracker Wearing and Ecological Momentary Assessment Protocols in Information Workers: Observational Study. JMIR mHealth and uHealth 9 (11) (2021)
Piper Vornholt, Munmun De Choudhury
Understanding the Role of Social Media-Based Mental Health Support Among College Students: Survey and Semistructured Interviews. JMIR mental health 8 (7) (2021)
Dong Whi Yoo, Sindhu Kiranmai Ernala, Bahador Saket, Domino Weir, Elizabeth Arenare, Asra F Rizvi, Anna R Van Meter, Michael Leo Birnbaum, Gregory D Abowd, Munmun De Choudhury
Clinician Perspectives on Using Computational Mental Health Insights From Patients' Social Media Activities: Design and Qualitative Evaluation of a Prototype. JMIR mental health 8 (11) (2021)
Michael Leo Birnbaum, Prathamesh Param Kulkarni, Anna R Van Meter, Victor Chen, Asra F Rizvi, Elizabeth Arenare, Munmun De Choudhury, John M Kane
Utilizing Machine Learning on Internet Search Activity to Support the Diagnostic Process and Relapse Detection in Young Individuals With Early Psychosis: Feasibility Study. JMIR mental health 7 (9) (2020)
Dong Whi Yoo, Michael Leo Birnbaum, Anna R Van Meter, Asra F Rizvi, Elizabeth Arenare, Gregory D Abowd, Munmun De Choudhury
Designing a Clinician-Facing Tool for Using Insights From Patients' Social Media Activity: Iterative Co-Design Approach. JMIR mental health 7 (8) (2020)
Koustuv Saha, John B Torous, Eric D Caine, Munmun De Choudhury
Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media. Journal of medical Internet research 22 (11) (2020)
Mehrab Bin Morshed, Samruddhi Shreeram Kulkarni, Richard Li, Koustuv Saha, Leah Galante Roper, Lama Nachman, Hong Lu, Lucia Mirabella, Sanjeev Srivastava, Munmun De Choudhury, Kaya de Barbaro, Thomas Ploetz, Gregory D Abowd
A Real-Time Eating Detection System for Capturing Eating Moments and Triggering Ecological Momentary Assessments to Obtain Further Context: System Development and Validation Study. JMIR mHealth and uHealth 8 (12) (2020)
Koustuv Saha, Ingmar Weber, Michael Leo Birnbaum, Munmun De Choudhury
Characterizing Awareness of Schizophrenia Among Facebook Users by Leveraging Facebook Advertisement Estimates. Journal of medical Internet research 19 (5) (2017)
Michael Leo Birnbaum, Sindhu Kiranmai Ernala, Asra F Rizvi, Munmun De Choudhury, John M Kane
A Collaborative Approach to Identifying Social Media Markers of Schizophrenia by Employing Machine Learning and Clinical Appraisals. Journal of medical Internet research 19 (8) (2017)