Spark Structured Streaming for Payer MRF use case
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Updated
Nov 20, 2025 - Scala
Spark Structured Streaming for Payer MRF use case
Python crawler for collecting, normalizing, and comparing hospital price transparency rate-card data
The open ledger for US hospital prices. Edge native infrastructure for medical price transparency and programmatic regulatory enforcement.
Open-source ChatGPT / OpenAI subscription price transparency dashboard
Hospital Price Transparency MRF Normalizer for Apify Store. Normalizes hospital MRF files (CMS v3 JSON + CSV) into one schema with payer + procedure + negotiated rate rows. Pay per row.
Flask app that ingests healthcare Transparency-in-Coverage files and compares CPT-code pricing across payers
Unifying Transparency-in-Coverage payer rates with Hospital Price Transparency rates: a three-pass record-linkage pipeline with deterministic matching, billing-class relaxation, and rate-value corroboration.
See what parents really pay for childcare — daycare & nanny cost transparency. Live: royce1998.github.io/totrate
Ribbon Health APIs.json profile for API Evangelist catalog
Local-first healthcare data pipeline for CMS hospital price transparency MRFs, using Python, DuckDB, dbt, and Parquet to download, snapshot, parse, validate, and model messy JSON/CSV hospital pricing data.
MCP server for the CostKits healthcare cost API — give Claude, ChatGPT, or any MCP client live procedure cost estimates, provider pricing, coverage rules, and bill analysis
Economic-coherence checks for CMS hospital price-transparency files.
Open-source parsers that turn painful US public health datasets into tidy CSV. Maintained by Healthparse (healthparse.io).
CMS Price Transparency Rule compliance delivered via HealthSparq integration. Personalized cost estimates powered by real-time claims data across web and mobile.
Docs, OpenAPI spec, and integration examples for the CostKits healthcare cost API — estimates, provider pricing, coverage rules, bill analysis
Temple University Health System
0penRX — Prescription Price Transparency Zero middlemen. Open prices. Your Rx.
Turquoise Health APIs.json profile
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