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Ethical Research Protocols for Social Media Health Research

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References

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2019A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media214 cited
2024MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models176 cited
2019Who is the "Human" in Human-Centered Machine Learning172 cited
2023Towards Interpretable Mental Health Analysis with Large Language Models155 cited
2020Using Social Media for Mental Health Surveillance147 cited

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2018

Don’t quote me: reverse identification of research participants in social media studies

132 cited

2019Cooperative Multimodal Approach to Depression Detection in Twitter131 cited

2021Individuals with depression express more distorted thinking on social media125 cited

2020A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media114 cited

2022Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification104 cited

2022A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media94 cited

2020COVID-19 is spatial: Ensuring that mobile Big Data is used for social good76 cited

2021PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support69 cited