PubMed Abstract Retriever

Retrieves relevant PubMed abstracts for scientific articles and extracts evidence sentences.

Features

• 🔍 Smart Keyphrase Extraction - Automatically extracts key concepts from your article
• 📊 Semantic Search - Finds most relevant PubMed abstracts using sentence embeddings
• 🎯 Evidence Extraction - Identifies sentences that support or contradict the article claim
• ⚡ Fast & Optimized - Uses efficient models for quick results

How to Use

1. Paste a URL to a scientific/medical article
2. Select models (defaults work well for most cases)
3. Click "Submit"
4. Get JSON output with abstracts and evidence

Models

This app uses:

• Sentence Transformers for semantic similarity
• SapBERT for biomedical concept clustering
• PubMedBERT-MNLI for evidence extraction

Example

Try this example:

• URL: https://www.cancer.news/2021-12-22-mrna-vaccines-weaken-immune-system-cause-cancer.html

License

MIT License

Author

Pritam Deka