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Author Details

Lyle H Ungar
University of Pennsylvania
1985
117
32
PMIDPaper TitleJournal TitlePublished Year
37676124A deep learning approach to personality assessment: Generalizing across items and expanding the reach of survey-based research.J Pers Soc Psychol2024
38000701Predicting the Effect of Proton Beam Therapy Technology on Pulmonary Toxicities for Patients With Locally Advanced Lung Cancer Enrolled in the Proton Collaborative Group Prospective Clinical Trial.Int J Radiat Oncol Biol Phys2024
37132649A daily diary study into the effects on mental health of COVID-19 pandemic-related behaviors.Psychol Med2023
38010770A transdiagnostic, dimensional classification of anxiety shows improved parsimony and predictive noninferiority to DSM.J Psychopathol Clin Sci2023
37824610Using artificial intelligence to assess personal qualities in college admissions.Sci Adv2023
38030792The online language of work-personal conflict.Sci Rep2023
37121016Perseverative thinking is associated with features of spoken language.Behav Res Ther2023
34144644Evidence against risk as a motivating driver of COVID-19 preventive behaviors in the United States.J Health Psychol2022
35813870Dynamics of Sadness by Race, Ethnicity, and Income Following George Floyd's Death.SSM Ment Health2022
36467573Correcting Sociodemographic Selection Biases for Population Prediction from Social Media.Proc Int AAAI Conf Weblogs Soc Media2022
34536229Regional personality assessment through social media language.J Pers2022
32700960(Un)happiness and voting in U.S. presidential elections.J Pers Soc Psychol2021
37064998Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy.Proc Int AAAI Conf Weblogs Soc Media2021
33882014Bots and Misinformation Spread on Social Media: Implications for COVID-19.J Med Internet Res2021
33767336Social media language of healthcare super-utilizers.NPJ Digit Med2021
33605888Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models.JMIR Cardio2021
34544875The emotional and mental health impact of the murder of George Floyd on the US population.Proc Natl Acad Sci U S A2021
34421747Beauty and Wellness in the Semantic Memory of the Beholder.Front Psychol2021
34035047A joint deep learning model enables simultaneous batch effect correction, denoising, and clustering in single-cell transcriptomics.Genome Res2021
33074901Natural Language Processing in Surgery: A Systematic Review and Meta-analysis.Ann Surg2021
31107975The language of character strengths: Predicting morally valued traits on social media.J Pers2020
32053866Cultural Differences in Tweeting about Drinking Across the US.Int J Environ Res Public Health2020
32044757Using Social Media to Track Geographic Variability in Language About Diabetes: Analysis of Diabetes-Related Tweets Across the United States.JMIR Diabetes2020
31856951Digital recovery networks: Characterizing user participation, engagement, and outcomes of a novel recovery social network smartphone application.J Subst Abuse Treat2020
33028170Studying social media language changes associated with pregnancy status, trimester, and parity from medical records.Womens Health (Lond)2020
32638321Tracking Mental Health and Symptom Mentions on Twitter During COVID-19.J Gen Intern Med2020
32632209Author Correction: Variability in Language used on Social Media Prior to Hospital Visits.Sci Rep2020
32949231Linguistic analysis of empathy in medical school admission essays.Int J Med Educ2020
32341156Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods.Proc Natl Acad Sci U S A2020
32309988Political depression? A big-data, multimethod investigation of Americans' emotional response to the Trump presidency.J Exp Psychol Gen2020
32213472Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study.JMIR Public Health Surveill2020
32210878Examining the Phenomenon of Quarter-Life Crisis Through Artificial Intelligence and the Language of Twitter.Front Psychol2020
32274426Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with chemoradiation.Clin Transl Radiat Oncol2020
32265277Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree.Proc Natl Acad Sci U S A2020
32165648Variability in Language used on Social Media prior to Hospital Visits.Sci Rep2020
32399912Public Priorities and Concerns Regarding COVID-19 in an Online Discussion Forum: Longitudinal Topic Modeling.J Gen Intern Med2020
32511551COVID-19 pandemic: every day feels like a weekday to most.medRxiv2020
30742458(Not) hearing happiness: Predicting fluctuations in happy mood from acoustic cues using machine learning.Emotion2020
29115168Language of ADHD in Adults on Social Media.J Atten Disord2019
31685502Studying expressions of loneliness in individuals using twitter: an observational study.BMJ Open2019
32490330Machine Learning for Phone-Based Relationship Estimation: The Need to Consider Population Heterogeneity.Proc ACM Interact Mob Wearable Ubiquitous Technol2019
31527280Building more accurate decision trees with the additive tree.Proc Natl Acad Sci U S A2019
31206534Evaluating the predictability of medical conditions from social media posts.PLoS One2019
31135306Expanding, Augmenting, and Operationalizing Ethical and Regulatory Considerations for Using Social Media Platforms in Research and Health Care.Am J Bioeth2019
30392737Online Ratings of the Patient Experience: Emergency Departments Versus Urgent Care Centers.Ann Emerg Med2019
30557683Construct validity of six sentiment analysis methods in the text of encounter notes of patients with critical illness.J Biomed Inform2019
29451418Patient narratives in Yelp reviews offer insight into opioid experiences and the challenges of pain management.Pain Manag2018
29995955Cross-platform and cross-interaction study of user personality based on images on Twitter and Flickr.PLoS One2018
31014789In Reply to Gensheimer and Trister.Int J Radiat Oncol Biol Phys2018
30404564To Retweet or Not to Retweet: Understanding What Features of Cardiovascular Tweets Influence Their Retransmission.J Health Commun2018
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Collaborators

University of Pennsylvania, USA Leonard Davis Institute of Health Economics
Co-authored papers 14
University of Pennsylvania Perelman School of Medicine
Co-authored papers 5
University of Virginia
Co-authored papers 4
Memorial Sloan Kettering Cancer Center
Co-authored papers 3
Co-authored papers 3
University of Pennsylvania, Perelman School of Medicine
Co-authored papers 3
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 2
Co-authored papers 2
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 2
University of Pennsylvania, Perelman School of Medicine
Co-authored papers 2
University of Pennsylvania
Co-authored papers 2
University of California Los Angeles
Co-authored papers 2
Drexel University College of Medicine
Co-authored papers 2
University of Pennsylvania Perelman School of Medicine
Co-authored papers 1
Co-authored papers 1
University of Illinois Urbana-Champaign
Co-authored papers 1
Co-authored papers 1
Co-authored papers 1
University of Pennsylvania
Co-authored papers 1
University of Pennsylvania
Co-authored papers 1
University of Pennsylvania
Co-authored papers 1
M. Louise Fitzpatrick College of Nursing, Villanova University
Co-authored papers 1
Dartmouth College Geisel School of Medicine, Princeton University, University of Colorado Anschutz Medical Campus, University of Pennsylvania Perelman School of Medicine
Co-authored papers 1
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Columbia University Irving Medical Center
Co-authored papers 1
NewYork-Presbyterian Hospital/Columbia University Irving Medical Center
Co-authored papers 1
Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center
Co-authored papers 1
Beth Israel Deaconess medical Center and Harvard Medical School
Co-authored papers 1
University of Pennsylvania
Co-authored papers 1
University of Georgia
Co-authored papers 1