This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (3229) Gender Dysphoria and Transgender Issue (28) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Machine Learning (2076) Natural Language Processing (917)

Published on in Vol 7 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47256, first published .
Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Authors of this article:

Cory J Cascalheira1, 2 Author Orcid Image ;   Ryan E Flinn3, 4 Author Orcid Image ;   Yuxuan Zhao1 Author Orcid Image ;   Dannie Klooster5 Author Orcid Image ;   Danica Laprade6 Author Orcid Image ;   Shah Muhammad Hamdi7 Author Orcid Image ;   Jillian R Scheer2 Author Orcid Image ;   Alejandra Gonzalez8 Author Orcid Image ;   Emily M Lund9, 10 Author Orcid Image ;   Ivan N Gomez1 Author Orcid Image ;   Koustuv Saha11 Author Orcid Image ;   Munmun De Choudhury12 Author Orcid Image
Article Authors Cited by (7) Tweetations (2) Metrics

Journals

  1. Cascalheira C, Pugh T, Hong C, Birkett M, Macapagal K, Holloway I. Developing technology-based interventions for infectious diseases: ethical considerations for young sexual and gender minority people. Frontiers in Reproductive Health 2023;5 View
  2. Cascalheira C, Corro K, Hong C, Rohleen T, Trac O, Beikzadeh M, Scheer J, Hamdi S, Boubrahimi S, Holloway I. An Analysis of Mpox Communication on Reddit vs Twitter During the 2022 Mpox Outbreak. Sexuality Research and Social Policy 2025;22(3):1536 View
  3. Lu S. News editorial decision optimization and intelligent assistance based on social media and natural language processing. Service Oriented Computing and Applications 2025 View
  4. Ghorbankhani M, Safara M. Artificial intelligence in depression diagnostics: A systematic review of methodologies and clinical applications. Artificial Intelligence in Medicine 2026;172:103320 View

Books/Policy Documents

  1. Robinson Joel M, Ebenezer V, Immanuel Johnraja J, Getzi Jeba Lillipushpam P, Vargheese M, Robinson B. Metaheuristic Algorithms and Optimizing Neural Networks for Biomedical Image Processing. View

Conference Proceedings

  1. Cascalheira C, Chapagain S, Flinn R, Zhao Y, Boubrahimi S, Klooster D, Gonzalez A, Lund E, Laprade D, Scheer J, Hamdi S. 2023 IEEE International Conference on Big Data (BigData). Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress View
  2. Chapagain S, Zhao Y, Rohleen T, Hamdi S, Filali Boubrahimi S, Flinn R, Lund E, Klooster D, Scheer J, Cascalheira C. 2024 IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA). Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse View