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+
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+ ---
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+ language:
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+ - en
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+ license: cc-by-4.0
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+ license_bigbio_shortname: CC_BY_4p0
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+ pretty_name: PsyTAR
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+ ---
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+
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+
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+ # Dataset Card for PsyTAR
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://www.askapatient.com/research/pharmacovigilance/corpus-ades-psychiatric-medications.asp
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+ - **Pubmed:** False
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+ - **Public:** False
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+ - **Tasks:** Named Entity Recognition, Text Classification
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+
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+
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+ The "Psychiatric Treatment Adverse Reactions" (PsyTAR) dataset contains 891 drugs
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+ reviews posted by patients on "askapatient.com", about the effectiveness and adverse
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+ drug events associated with Zoloft, Lexapro, Cymbalta, and Effexor XR.
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+
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+ This dataset can be used for (multi-label) sentence classification of Adverse Drug
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+ Reaction (ADR), Withdrawal Symptoms (WDs), Sign/Symptoms/Illness (SSIs), Drug
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+ Indications (DIs), Drug Effectiveness (EF), Drug Infectiveness (INF) and Others, as well
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+ as for recognition of 5 different types of named entity (in the categories ADRs, WDs,
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+ SSIs and DIs)
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+
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+
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+
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+ ## Citation Information
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+
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+ ```
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+ @article{Zolnoori2019,
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+ author = {Maryam Zolnoori and
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+ Kin Wah Fung and
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+ Timothy B. Patrick and
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+ Paul Fontelo and
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+ Hadi Kharrazi and
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+ Anthony Faiola and
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+ Yi Shuan Shirley Wu and
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+ Christina E. Eldredge and
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+ Jake Luo and
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+ Mike Conway and
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+ Jiaxi Zhu and
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+ Soo Kyung Park and
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+ Kelly Xu and
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+ Hamideh Moayyed and
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+ Somaieh Goudarzvand},
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+ title = {A systematic approach for developing a corpus of patient reported adverse drug events: A case study for {SSRI} and {SNRI} medications},
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+ journal = {Journal of Biomedical Informatics},
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+ volume = {90},
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+ year = {2019},
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+ url = {https://doi.org/10.1016/j.jbi.2018.12.005},
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+ doi = {10.1016/j.jbi.2018.12.005},
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+ }
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+
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+ ```