Data · dataset · 2022
PsyTAR
Listed in Hugging Face Datasets
The "Psychiatric Treatment Adverse Reactions" (PsyTAR) dataset contains 891 drugs reviews posted by patients on "askapatient.com", about the effectiveness and adverse drug events associated with Zoloft, Lexapro, Cymbalta, and Effexor XR.
Description
This dataset can be used for (multi-label) sentence classification of Adverse Drug Reaction (ADR), Withdrawal Symptoms (WDs), Sign/Symptoms/Illness (SSIs), Drug Indications (DIs), Drug Effectiveness (EF), Drug Infectiveness (INF) and Others, as well as for recognition of 5 different types of named entity (in the categories ADRs, WDs, SSIs and DIs)
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/bigbio/psytar ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/bigbio/psytar ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | bigbio/psytar | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |