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Published October 14, 2024 | Version v1
Dataset Open

Adverse Drug Reaction (ADR) Text Dataset

  • 1. University of Dodoma
  • 2. ROR icon Shibaura Institute of Technology

Description

The text data in this dataset has been collected from the publicly available MIMIC-III (Medical Information Mart for Intensive Care) database. MIMIC-III is an extensive, single-center database containing information about patients admitted to critical care units at a large tertiary care hospital. We extracted patient reports from this database by considering the most crucial attributes that determine drug reactions and side effects. The labeled data has been manually annotated by healthcare professionals to classify each entry as either an ADR (Adverse Drug Reaction) or a non-ADR. Additional Another file contains text data that has not been labeled. It can be used for unsupervised learning, clustering, or as a dataset for future labeling efforts.

Files

ADR_Labeled_Data.csv

Files (23.7 MB)

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md5:6ec34215ef88877eae2f6df5bb7f2173
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md5:c80ef52b48bd9879aa173252cabed7cb
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Additional details

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Dates

Submitted
2024-10-14