Downloads

Download prediction data in various formats

Available Datasets

Unified Predictions

Complete dataset of all drug repurposing predictions combining KG and DL methods.

Format File Size Description
CSV drugs.csv ~2 MB All predictions in CSV format
JSON drugs.json ~50 KB Drug list with metadata
JSON drugs-by-level.json ~100 KB Predictions organized by evidence level
JSON search-index.json ~3 MB Full search index

Data Schema

drugs.csv Columns

Column Type Description
drugbank_id string DrugBank identifier (e.g., DB00945)
drug_name string Drug generic name
disease_name string Predicted indication
score float DL confidence score (0.5-1.0, null for KG-only)
source string Prediction source (KG, DL, or KG+DL)

Example Rows 

drugbank_id,drug_name,disease_name,score,source
DB00945,Acetylsalicylic acid,myocardial infarction,0.948889,KG+DL
DB01076,Atorvastatin,cerebrovascular disorder,0.923456,DL
DB00829,Diazepam,alcohol withdrawal,null,KG

API Access

FHIR R4 API

SgTxGNN provides a FHIR R4-compliant API for programmatic access:

  • Base URL: https://sgtxgnn.yao.care/fhir/
  • Capability Statement: /fhir/metadata

Available Resources

Resource Endpoint Count
MedicationKnowledge /fhir/MedicationKnowledge/{id} 745
ClinicalUseDefinition /fhir/ClinicalUseDefinition/{id} 31,543

Example Request 

curl https://sgtxgnn.yao.care/fhir/MedicationKnowledge/db00945

Terms of Use

  • Academic Use: Free for academic and research purposes
  • Commercial Use: Please contact us for licensing
  • Attribution: Please cite this project when using the data

Citation 

Yao.Care. (2026). SgTxGNN: Drug Repurposing Predictions for Singapore HSA Drugs.
https://sgtxgnn.yao.care/

Data Updates

Dataset Last Updated Update Frequency
HSA Drug Data March 2026 As needed
TxGNN Predictions March 2026 Model version updates
Evidence Collection - Future feature

Source Code

The complete source code for SgTxGNN is available on GitHub:

Disclaimer
Downloaded data is for research purposes only and does not constitute medical advice.

Copyright © 2026 Yao.Care. For research purposes only. Not medical advice.