Drug-Drug Interaction Prediction Methods Review, 2022-2025

A systematic literature review by Qadeer Hashir synthesizes computational work on drug-drug interaction prediction, classification, extraction, and safety signal detection published between 2022 and 2025. The review organizes recent methods into a taxonomy, compares evaluation setups, and assesses progress on generalization and clinical translation. It is available as a PDF file under a CC-BY-4.0 license.

Use Cases

• Benchmarking new DDI prediction models based on the taxonomy of methods and datasets reviewed
• Identifying gaps in generalization and explainability for clinical translation based on the review's assessment
• Selecting appropriate datasets and evaluation frameworks for DDI modeling based on the synthesis of recent work

Strengths

• Focuses on recent literature from 2022 to 2025, providing a current overview of the field
• Follows a prespecified review protocol and PRISMA 2020 reporting guidance
• Available under a permissive CC-BY-4.0 license

Limitations

• The dataset is a PDF document (191.7 KB), not a structured data collection for direct analysis
• Row count and column-level documentation are absent; content must be read manually
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

figshare

Collection Method

Systematic literature review of major bibliographic databases.

Time Range

2022-2025

Freshness

Last updated 2026-04-29 05:37:24