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Open Access
Peer-reviewed
Research Article
Improving topic modeling performance on social media through semantic relationships within biomedical terminology
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Yi Xin,
Roles Conceptualization, Data curation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Monika E. Grabowska,
Roles Methodology, Validation, Writing – review & editing
Affiliation Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Srushti Gangireddy,
Roles Methodology
Affiliation Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Matthew S. Krantz,
Roles Validation
Affiliations Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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V. Eric Kerchberger,
Roles Validation
Affiliations Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Alyson L. Dickson,
Roles Methodology, Writing – review & editing
Affiliation Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Qiping Feng,
Roles Methodology, Writing – review & editing
Affiliations Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Zhijun Yin,
Roles Conceptualization, Methodology, Writing – review & editing
Affiliations Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Wei-Qi Wei
Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation, Writing – review & editing
* E-mail: wei-qi.wei@vumc.org
Affiliations Department of Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America, Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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Improving topic modeling performance on social media through semantic relationships within biomedical terminology
- Yi Xin,
- Monika E. Grabowska,
- Srushti Gangireddy,
- Matthew S. Krantz,
- V. Eric Kerchberger,
- Alyson L. Dickson,
- Qiping Feng,
- Zhijun Yin,
- Wei-Qi Wei
- Published: February 21, 2025
- https://doi.org/10.1371/journal.pone.0318702