jdonaldson/curvo-fda-navigator

Curvo FDA Navigator

Semantic search over 2.69 million FDA medical devices using LSH-based embeddings.

Features

• —Find Similar Devices: Search for devices by description
• —510(k) Predicate Discovery: Find potential predicates for regulatory submissions
• —Market Opportunities: Identify concentrated markets and proven regulatory paths

Data

• —2,690,861 FDA medical devices from GUDID
• —12,245 GMDN (Global Medical Device Nomenclature) terms
• —Semantic embeddings via all-MiniLM-L6-v2

Technology

Built with DYF - Fast outlier classification using PCA-based LSH.

Usage

Web Interface

Visit the Space to use the interactive search interface.

API

from gradio_client import Client

client = Client("curvolabs/fda-navigator")
result = client.predict(
    query="coronary stent",
    num_results=5,
    api_name="/search_devices"
)

Built by

Curvo Labs