OpenMed/DDI-Corpus-Processed

DDI Corpus Processed

Drug-Drug Interaction (DDI) detection dataset processed from the SemEval-2013 DDI Corpus.

Dataset Description

This dataset contains drug-drug interaction examples for 5-class classification:

• —MECHANISM: Mechanistic description of how drugs interact (e.g., inhibition, induction)
• —EFFECT: Clinical effect of concurrent use (e.g., increased toxicity, decreased efficacy)
• —ADVISE: Advisory or cautionary information about concurrent use
• —INT: General interaction without specific type
• —NONE: No interaction between the drug pair

Dataset Statistics

Data Format

Each example contains:

• —sentence: The original sentence containing drug mentions
• —drug1: First drug entity
• —drug2: Second drug entity
• —relation: Interaction type (MECHANISM, EFFECT, ADVISE, INT, or NONE)
• —source_file: Original XML source file
• —sentence_id: Original sentence ID
• —pair_id: Original pair ID

Usage

from datasets import load_dataset

dataset = load_dataset("MaziyarPanahi/DDI-Corpus-Processed")

Citation

If you use this dataset, please cite:

@article{herrero2013ddi,
  title={The DDI corpus: An annotated corpus with pharmacological substances and drug--drug interactions},
  author={Herrero-Zazo, Mar{\'\i}a and Segura-Bedmar, Isabel and Mart{\'\i}nez, Paloma and Declerck, Thierry},
  journal={Journal of Biomedical Informatics},
  volume={46},
  number={5},
  pages={914--920},
  year={2013}
}

License

CC BY-NC 4.0 (following original DDI Corpus license)