Bibliothèque

Can large language models address unmet patient information needs and reduce provider burnout in the management of thyroid disease?

BACKGROUND: Patient electronic messaging has increased clinician workload contributing to burnout. Large language models can respond to these patient queries, but no studies exist on large language mo…

Études fondées sur les communautés Reddit

Raghunathan, R., Jacobs, A. R., Sant, V. R., King, L. J., Rothberger, G., Prescott, J., Allendorf, J., Seib, C. D., Patel, K. N., & Suh, I. (2025). Can large language models address unmet patient information needs and reduce provider burnout in the management of thyroid disease?. Surgery, 177, 108859. https://doi.org/10.1016/j.surg.2024.06.075

01/01/2025 Lire →

Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities.

Social media platforms have become critical spaces for discussing mental health concerns, including eating disorders. While these platforms can provide valuable support networks, they may also amplify…

Études fondées sur les communautés Reddit

Lerman, K., Chu, M. D., Bickham, C., Luceri, L., & Ferrara, E. (2025). Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities.. EPJ Data Sci, 14(1), 55. https://doi.org/10.1140/epjds/s13688-025-00575-5

01/01/2025 Lire →

Identifying Yalom's group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision.

INTRODUCTION: Online communities provide valuable, peer-led spaces for discussing mental health issues, offering support that can complement traditional therapy. In this study, we adopt an interpretiv…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Ferizaj, D., Lalk, C., Lahmann, N., Strube-Lahmann, S., & Rubel, J. (2025). Identifying Yalom's group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision.. Front Psychiatry, 16, 1503427. https://doi.org/10.3389/fpsyt.2025.1503427

01/01/2025 Lire →

Leveraging reddit data for context-enhanced synthetic health data generation to identify low self esteem.

Low self-esteem (LoST) is a latent yet critical psychosocial risk factor that predisposes individuals to depressive disorders. Although structured tools exist to assess self-esteem, their limited clin…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Garg, M., Liu, X., Jeon, E., Biernacka, J. M., Frye, M. A., Geda, Y. E., & Sohn, S. (2025). Leveraging reddit data for context-enhanced synthetic health data generation to identify low self esteem.. Front Psychiatry, 16, 1726100. https://doi.org/10.3389/fpsyt.2025.1726100

01/01/2025 Lire →

Relationship between e-cigarette media content and product use: A scoping review.

INTRODUCTION: E-cigarettes have emerged as a popular alternative to traditional tobacco products, raising concerns about the potential public health impact of widespread exposure to e-cigarette conten…

Études fondées sur les communautés Reddit

Aldukhail, S. (2025). Relationship between e-cigarette media content and product use: A scoping review.. Tob Induc Dis, 23. https://doi.org/10.18332/tid/200547

01/01/2025 Lire →

R/DoctorsUK (Sampling Bias in Action): How English Junior Doctors Pay Referendum Results Compared to Those Predicted on the Doctors UK Reddit.

Reddit is a popular social media platform that is made up of subreddits, a kind of special interest page. One of these is DoctorsUK, which has over 45,000 members and claims to be a community for UK-b…

Études fondées sur les communautés Reddit

Blenkinsop, L. (2025). R/DoctorsUK (Sampling Bias in Action): How English Junior Doctors Pay Referendum Results Compared to Those Predicted on the Doctors UK Reddit.. Cureus, 17(1), e76714. https://doi.org/10.7759/cureus.76714

01/01/2025 Lire →

Conversational repairs on Reddit: Widely initiated but often uncompleted.

Conversational repair has been proposed as a universal system for maintaining mutual understanding during social interactions. The repair system has been studied extensively in offline synchronous int…

Études fondées sur les communautés Reddit

Goddard, A., & Gillespie, A. (2025). Conversational repairs on Reddit: Widely initiated but often uncompleted.. PLoS One, 20(1), e0316618. https://doi.org/10.1371/journal.pone.0316618

01/01/2025 Lire →

Enhancing sarcasm detection on social media: A comprehensive study using LLMs and BERT with multi-headed attention on SARC.

Sarcasm detection in natural language processing (NLP) remains a complex challenge, especially in social media, where contextual clues are often subtle. This study addresses this challenge by leveragi…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Zhang, L., Faseeh, M., Naqvi, S. S. A., Hu, L., & Ghani, A. (2025). Enhancing sarcasm detection on social media: A comprehensive study using LLMs and BERT with multi-headed attention on SARC.. PLoS One, 20(11), e0334120. https://doi.org/10.1371/journal.pone.0334120

01/01/2025 Lire →

Exploring agent interaction patterns in the comment sections of fake and real news.

User comments on social media have been recognized as a crucial factor in distinguishing between fake and real news, with many studies focusing on the textual content of user reactions. However, the i…

Études fondées sur les communautés Reddit

Zhu, K., Peng, S., Nie, J., Ruan, Z., Yu, S., & Xuan, Q. (2024). Exploring agent interaction patterns in the comment sections of fake and real news.. J R Soc Interface, 21(220), 20240483. https://doi.org/10.1098/rsif.2024.0483

01/11/2024 Lire →

Analyzing Online Conversations on Reddit: A Study of Stress and Anxiety Through Topic Modeling and Sentiment Analysis.

This study analyses the topic of stress and anxiety in 3,765 Reddit posts to determine key themes and emotional undertones using natural language processing (NLP) techniques. Five major category topic…

Études fondées sur les communautés Reddit

Ks, R. (2024). Analyzing Online Conversations on Reddit: A Study of Stress and Anxiety Through Topic Modeling and Sentiment Analysis.. Cureus, 16(9), e69030. https://doi.org/10.7759/cureus.69030

01/09/2024 Lire →

Data Quality Matters: Suicide Intention Detection on Social Media Posts Using RoBERTa-CNN.

Suicide remains a pressing global health concern, necessitating innovative approaches for early detection and intervention. This paper focuses on identifying suicidal intentions in posts from the Suic…

Études fondées sur les communautés Reddit

Lin, E., Sun, J., Chen, H., & Mahoor, M. H. (2024). Data Quality Matters: Suicide Intention Detection on Social Media Posts Using RoBERTa-CNN.. Annu Int Conf IEEE Eng Med Biol Soc, 2024, 1-5. https://doi.org/10.1109/EMBC53108.2024.10782647

01/07/2024 Lire →

Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text.

The social NLP research community witness a recent surge in the computational advancements of mental health analysis to build responsible AI models for a complex interplay between language use and sel…

Études fondées sur les communautés Reddit

Garg, M., Sathvik, M., Raza, S., Chadha, A., & Sohn, S. (2024). Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text.. Proc Int AAAI Conf Weblogs Soc Media, 18, 422-434. https://doi.org/10.1609/icwsm.v18i1.31324

31/05/2024 Lire →