Lyle H Ungar (Lyle Ungar)

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 47

Top Topics

Alcohol Use Disorder

Machine Learning

Psychometric Properties

Top Venues

Proceedings of the National Academy of Sciences of the United States of America

NPJ digital medicine

Annals of internal medicine

Journal of medical Internet research

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

Publications

Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Lyle H Ungar, Brenda Curtis, Sharath Chandra Guntuku
Key language markers of depression on social media depend on race. Proceedings of the National Academy of Sciences of the United States of America 121 (14) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Adithya V Ganesan, Lyle H Ungar, Brenda Curtis, Sharath C Guntuku
Reply to Wang: Clarifying model performance and language markers of depression across races. Proceedings of the National Academy of Sciences of the United States of America 121 (31) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Lyle H Ungar, Brenda Curtis, Sharath Chandra Guntuku
Key language markers of depression on social media depend on race. Proceedings of the National Academy of Sciences of the United States of America 121 (14) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Lyle H Ungar, Brenda Curtis, Sharath C Guntuku
Reply to De Freitas: Social media language explains less of the variance in depression of Black individuals than of White individuals. Proceedings of the National Academy of Sciences of the United States of America 121 (29) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Lyle H Ungar, Brenda Curtis, Sharath Chandra Guntuku
Key language markers of depression on social media depend on race. Proceedings of the National Academy of Sciences of the United States of America 121 (14) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Adithya V Ganesan, Lyle H Ungar, Brenda Curtis, Sharath C Guntuku
Reply to Wang: Clarifying model performance and language markers of depression across races. Proceedings of the National Academy of Sciences of the United States of America 121 (31) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Lyle H Ungar, Brenda Curtis, Sharath C Guntuku
Reply to De Freitas: Social media language explains less of the variance in depression of Black individuals than of White individuals. Proceedings of the National Academy of Sciences of the United States of America 121 (29) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Lyle H Ungar, Brenda Curtis, Sharath Chandra Guntuku
Key language markers of depression on social media depend on race. Proceedings of the National Academy of Sciences of the United States of America 121 (14) (2024)
Sunny Rai, Elizabeth C Stade, Salvatore Giorgi, Ashley Francisco, Adithya V Ganesan, Lyle H Ungar, Brenda Curtis, Sharath C Guntuku
Reply to Wang: Clarifying model performance and language markers of depression across races. Proceedings of the National Academy of Sciences of the United States of America 121 (31) (2024)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Author Correction: Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Gary E Weissman, Lyle H Ungar, Scott D Halpern
Chess Lessons: Harnessing Collective Human Intelligence and Imitation Learning to Support Clinical Decisions. Annals of internal medicine 176 (2) (2023)
Suhaib Abdurahman, Huy Vu, Wanling Zou, Lyle H Ungar, Sudeep Bhatia
A deep learning approach to personality assessment: Generalizing across items and expanding the reach of survey-based research. Journal of personality and social psychology (2023)
Gary E Weissman, Lyle H Ungar, Scott D Halpern
Chess Lessons: Harnessing Collective Human Intelligence and Imitation Learning to Support Clinical Decisions. Annals of internal medicine 176 (2) (2023)
Tiffany Wu, Garrick T Sherman, Salvatore Giorgi, Priya Thanneeru, Lyle H Ungar, Patrick S Kamath, Douglas A Simonetto, Brenda L Curtis, Vijay H Shah
Smartphone sensor data estimate alcohol craving in a cohort of patients with alcohol-associated liver disease and alcohol use disorder. Hepatology communications 7 (12) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Gary E Weissman, Lyle H Ungar, Scott D Halpern
Chess Lessons: Harnessing Collective Human Intelligence and Imitation Learning to Support Clinical Decisions. Annals of internal medicine 176 (2) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Author Correction: Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Brenda L Curtis, Salvatore Giorgi, Lyle H Ungar, Huy Vu, David Yaden, Tingting Liu, Kenna Yadeta, H Andrew Schwartz
AI-based analysis of social media language predicts addiction treatment dropout at 90 days. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2023)
Brenda L Curtis, Salvatore Giorgi, Lyle H Ungar, Huy Vu, David Yaden, Tingting Liu, Kenna Yadeta, H Andrew Schwartz
AI-based analysis of social media language predicts addiction treatment dropout at 90 days. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2023)
David B Yaden, Salvatore Giorgi, Matthew R Jordan, Anneke Buffone, Johannes C Eichstaedt, H Andrew Schwartz, Lyle H Ungar, Paul Bloom
Characterizing empathy and compassion using computational linguistic analysis. Emotion (Washington, D.C.) (2023)
Brenda L Curtis, Salvatore Giorgi, Lyle H Ungar, Huy Vu, David Yaden, Tingting Liu, Kenna Yadeta, H Andrew Schwartz
AI-based analysis of social media language predicts addiction treatment dropout at 90 days. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2023)
Benjamin Lira, Margo Gardner, Abigail Quirk, Cathlyn Stone, Arjun Rao, Lyle H Ungar, Stephen Hutt, Louis Hickman, Sidney K D'Mello, Angela L Duckworth
Using artificial intelligence to assess personal qualities in college admissions. Science advances 9 (41) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Matthew Matero, Salvatore Giorgi, Brenda L Curtis, Lyle H Ungar, H Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. NPJ digital medicine 6 (1) (2023)
Gary E Weissman, Lyle H Ungar, Scott D Halpern
Chess Lessons: Harnessing Collective Human Intelligence and Imitation Learning to Support Clinical Decisions. Annals of internal medicine (2023)
Katherine L Milkman, Linnea Gandhi, Mitesh S Patel, Heather N Graci, Dena M Gromet, Hung Ho, Joseph S Kay, Timothy W Lee, Jake Rothschild, Jonathan E Bogard, Ilana Brody, Christopher F Chabris, Edward H Chang, Gretchen B Chapman, Jennifer E Dannals, Noah J Goldstein, Amir Goren, Hal Hershfield, Alex Hirsch, Jillian Hmurovic, Samantha Horn, Dean S Karlan, Ariella S Kristal, Cait Lamberton, Michelle N Meyer, Allison H Oakes, Maurice E Schweitzer, Maheen Shermohammed, Joachim Talloen, Caleb Warren, Ashley V Whillans, Kuldeep N Yadav, Julian J Zlatev, Ron Berman, Chalanda N Evans, Rahul Ladhania, Jens Ludwig, Nina Mazar, Sendhil Mullainathan, Christopher K Snider, Jann Spiess, Eli Tsukayama, Lyle H Ungar, Christophe Van den Bulte, Kevin G M Volpp, Angela L Duckworth
A 680,000-person megastudy of nudges to encourage vaccination in pharmacies. Proceedings of the National Academy of Sciences of the United States of America 119 (6) (2022)
Olivia H Franco, Monica E Calkins, Salvatore Giorgi, Lyle H Ungar, Raquel C Gur, Christian G Kohler, Sunny X Tang
Feasibility of Mobile Health and Social Media-Based Interventions for Young Adults With Early Psychosis and Clinical Risk for Psychosis: Survey Study. JMIR formative research 6 (7) (2022)
McKenzie Himelein-Wachowiak, Salvatore Giorgi, Amy Kwarteng, Destiny Schriefer, Chase Smitterberg, Kenna Yadeta, Elise Bragard, Amanda Devoto, Lyle H Ungar, Brenda L Curtis
Getting "clean" from nonsuicidal self-injury: Experiences of addiction on the subreddit r/selfharm. Journal of behavioral addictions 11 (1) (2022)
Tingting Liu, Salvatore Giorgi, Kenna Yadeta, H Andrew Schwartz, Lyle H Ungar, Brenda L Curtis
Linguistic predictors from Facebook postings of substance use disorder treatment retention versus discontinuation. The American journal of drug and alcohol abuse 48 (5) (2022)
Emily K Seltzer, Sharath Chandra Guntuku, Amy L Lanza, Christopher Tufts, Sindhu K Srinivas, Elissa V Klinger, David A Asch, Nick Fausti, Lyle H Ungar, Raina M Merchant
Patient Experience and Satisfaction in Online Reviews of Obstetric Care: Observational Study. JMIR formative research 6 (3) (2022)
Anietie U Andy, Sharath Chandra Guntuku, Srinath Adusumalli, David A Asch, Peter W Groeneveld, Lyle H Ungar, Raina M Merchant
Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models. JMIR cardio 5 (1) (2021)
McKenzie Himelein-Wachowiak, Salvatore Giorgi, Amanda Devoto, Muhammad Mahbubur Rahman, Lyle H Ungar, H Andrew Schwartz, David H Epstein, Lorenzo Leggio, Brenda L Curtis
Bots and Misinformation Spread on Social Media: Implications for COVID-19. Journal of medical Internet research 23 (5) (2021)
Jonah Meyerhoff, Tony Liu, Konrad Paul Kording, Lyle H Ungar, Susan M Kaiser, Chris J Karr, David C Mohr
Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study. Journal of medical Internet research 23 (9) (2021)
Johannes C Eichstaedt, Margaret L Kern, David Bryce Yaden, H Andrew Schwartz, Salvatore Giorgi, Gregory Park, Courtney A Hagan, Victoria A Tobolsky, Laura K Smith, Anneke Buffone, Jonathan Iwry, Martin E P Seligman, Lyle H Ungar
Closed- and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations. Psychological methods 26 (4) (2021)
Johannes C Eichstaedt, Garrick T Sherman, Salvatore Giorgi, Steven Othello Roberts, Megan E Reynolds, Lyle H Ungar, Sharath Chandra Guntuku
The emotional and mental health impact of the murder of George Floyd on the US population. Proceedings of the National Academy of Sciences of the United States of America 118 (39) (2021)
Salvatore Giorgi, Khoa Le Nguyen, Johannes C Eichstaedt, Margaret L Kern, David Bryce Yaden, Michal Kosinski, Martin E P Seligman, Lyle H Ungar, H Andrew Schwartz, Gregory Park
Regional personality assessment through social media language. Journal of personality (2021)
Robin C Stevens, Bridgette M Rice, Elissa C Kranzler, Salvatore Giorgi, Elizabeth Lazarus, Maramawit Abera, Sarah Huang, Lyle H Ungar
Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study. JMIR public health and surveillance 6 (1) (2020)
Tony Liu, Jonah Meyerhoff, David C Mohr, Lyle H Ungar, Konrad Paul Kording
COVID-19 pandemic: every day feels like a weekday to most. medRxiv : the preprint server for health sciences (2020)
Heather M Griffis, David A Asch, H Andrew Schwartz, Lyle H Ungar, Alison Meredith Buttenheim, Frances K Barg, Nandita Mitra, Raina M Merchant
Using Social Media to Track Geographic Variability in Language About Diabetes: Analysis of Diabetes-Related Tweets Across the United States. JMIR diabetes 5 (1) (2020)
George Ward, Jan-Emmanuel De Neve, Lyle H Ungar, Johannes C Eichstaedt
(Un)happiness and voting in U.S. presidential elections. Journal of personality and social psychology 120 (2) (2020)
Aaron C Weidman, Jessie Sun, Simine Vazire, Jordi Quoidbach, Lyle H Ungar, Elizabeth W Dunn
(Not) hearing happiness: Predicting fluctuations in happy mood from acoustic cues using machine learning. Emotion (Washington, D.C.) 20 (4) (2019)
Lauren Sinnenberg, Christina Mancheno, Frances K Barg, David A Asch, Christy Lee Rivard, Emma Horst-Martz, Alison Meredith Buttenheim, Lyle H Ungar, Raina M Merchant
Content Analysis of Metaphors About Hypertension and Diabetes on Twitter: Exploratory Mixed-Methods Study. JMIR diabetes 3 (4) (2018)
Christopher Tufts, Daniel Polsky, Kevin G Volpp, Peter W Groeneveld, Lyle H Ungar, Raina M Merchant, Arthur P Pelullo
Characterizing Tweet Volume and Content About Common Health Conditions Across Pennsylvania: Retrospective Analysis. JMIR public health and surveillance 4 (4) (2018)
Robert J Smith, Patrick Crutchley, H Andrew Schwartz, Lyle H Ungar, Frances S Shofer, Kevin Andrew Padrez, Raina M Merchant
Variations in Facebook Posting Patterns Across Validated Patient Health Conditions: A Prospective Cohort Study. Journal of medical Internet research 19 (1) (2017)
Charlene A Wong, Maarten Sap, H Andrew Schwartz, Robert Town, Tom Baker, Lyle H Ungar, Raina M Merchant
Twitter sentiment predicts Affordable Care Act marketplace enrollment. Journal of medical Internet research 17 (2) (2015)
Christopher Weeg, H Andrew Schwartz, Shawndra Hill, Raina M Merchant, Catalina Arango, Lyle H Ungar
Using Twitter to Measure Public Discussion of Diseases: A Case Study. JMIR public health and surveillance 1 (1) (2015)