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Open-Source Platforms

Platform Products

Six production-grade clinical intelligence platforms, each designed to solve a specific challenge in healthcare research, delivery, and operations.

Parthenon

Live Demo

The unified OHDSI platform — one application replaces fifteen.

Parthenon is a unified, open-source outcomes-research platform that replaces the entire OHDSI toolchain — Atlas, WebAPI, Achilles, DataQualityDashboard, Usagi, WhiteRabbit, CohortMethod, PatientLevelPrediction, and more — with a single modern application built on Laravel 11, React 19, and OMOP CDM v5.4. Researchers define cohorts, explore vocabulary, run characterizations and analyses, ingest new data, and lean on AI assistance without leaving the platform — extended with genomics, medical imaging, health economics, and FHIR R4 interoperability.

Core Capabilities

  • Visual cohort builder with real-time SQL preview and Atlas artifact import/export
  • OMOP vocabulary explorer across 7M+ concepts with AI-powered semantic search
  • Built-in Achilles characterization and data-quality checks — no R installation required
  • Incidence rates, treatment pathways, patient-level prediction, and population-level estimation
  • Genomics (VCF annotation, variant browser), DICOM imaging viewer, and FHIR R4 import
  • Abby AI copilot: natural-language cohort definition, explanation, and result interpretation

Tech Stack

Laravel 11 PHP 8.4 React 19 TypeScript PostgreSQL MedGemma Docker OMOP CDM v5.4

Replaces the OHDSI Stack

  • Atlas & WebAPI — cohorts, study design, API
  • Achilles & DQD — characterization & data quality
  • Usagi & WhiteRabbit — concept & source mapping
  • CohortMethod & PLP — estimation & prediction

Medgnosis

Live Demo

Standards-native population health and clinical decision support.

Medgnosis is an open-source, standards-native population-health platform for value-based care organizations. It pairs a 1M+ patient hybrid warehouse (3NF EDW + Kimball star) with a real-time care-gap engine, a live CDS Hooks 2.0 decision-support surface, FHIR R4 endpoints, and VSAC value-set integration — so the same clinical logic can drive quality measurement, prospective care gaps, and workflow-embedded decision support.

Core Capabilities

  • Real-time care-gap detection engine — 45 condition bundles, 354 measures
  • CDS Hooks 2.0 discovery endpoint with order-sign and patient-view services
  • FHIR R4 endpoints (Patient, Condition, Observation, MedicationRequest, $everything)
  • VSAC value sets (1,545 sets / 225k codes) with per-period version pinning
  • Evidence-based risk scoring (CHA₂DS₂-VASc, NEWS2, MEWS) — governed, not black-box
  • 750+ measure catalog executed nightly as governed SQL, with Wilson confidence intervals

Tech Stack

Fastify 5 React 19 Vite 6 TypeScript PostgreSQL Redis BullMQ Turborepo

Standards

  • CDS Hooks 2.0 — workflow decision support
  • FHIR R4 — interoperability endpoints
  • VSAC & OMOP — terminology & vocabulary
  • QI-Core / CQL — standards-native roadmap (in progress)

Aurora

Live Demo

Collective intelligence for complex cancer cases — from genomics to outcomes.

Aurora is an open-source molecular tumor board and precision-oncology collaboration platform. Multidisciplinary teams run live tumor-board sessions, interpret genomic variants, review longitudinal imaging, and capture structured treatment decisions with full audit trails — supported by an AI copilot and optional federated, privacy-preserving “Patients Like This” queries across institutions. Vendor-agnostic and aligned to OMOP, FHIR R4, and GA4GH standards.

Core Capabilities

  • Molecular tumor board workflows: case queues, presenter assignment, live session status
  • Genomic variant interpretation (ClinVar) with OncoKB gene-drug treatment matching
  • Radiogenomics: DICOM viewer, tumor segmentation, RECIST and longitudinal response (CR/PR/SD/PD)
  • Structured clinical decisions with multi-team voting, finalization, and follow-up tracking
  • Abby copilot: trial eligibility, guideline concordance, drug interactions, variant summaries
  • Federated cross-institutional “Patients Like This” with k-anonymity and mTLS

Tech Stack

Laravel 11 React 19 TypeScript PostgreSQL pgvector Reverb FastAPI Apache 2.0

Standards & Oncology

  • OMOP Oncology Extension — standardized clinical data
  • GA4GH VRS — variant representation
  • OncoKB & ClinVar — actionability & significance
  • OHIF / Cornerstone3D — DICOM imaging

COPE

Live Demo formerly MindLog

Real-time behavioral health monitoring for clinicians and patients.

COPE is a behavioral-health monitoring platform for patients with depression, anxiety, and bipolar disorder. Patients log daily mood, sleep, exercise, medication adherence, triggers, and symptoms through a native mobile app; clinicians monitor cohorts, receive real-time alerts, and generate clinical reports through a web dashboard built around validated psychiatric instruments. FHIR R4 export, first-party authentication, and built-in crisis resources throughout.

Core Capabilities

  • Patient mobile app (Expo / React Native) for daily mood, sleep, medication, and symptom logging
  • Validated instruments: PHQ-9, GAD-7, ISI, C-SSRS, ASRM, WHODAS 2.0
  • Clinician dashboard with cohort monitoring and real-time WebSocket alerts
  • Automated clinical report generation for office visits
  • FHIR R4 export (Observation, MedicationRequest, QuestionnaireResponse, Consent)
  • Built-in 988 Suicide & Crisis Lifeline and Crisis Text Line integration

Tech Stack

Expo SDK 52 React Native React 19 Fastify 5 TypeScript PostgreSQL FHIR R4 HIPAA-Ready

Architecture

  • React Native mobile app (iOS + Android) via Expo
  • React clinician dashboard with TOTP MFA
  • Fastify API with first-party bcrypt auth (no third-party identity vendor)
  • WebSocket alerts via Redis pub/sub

Operational & Open-Data Tools

Zephyrus

Live Demo

Real-time healthcare operations intelligence for hospital systems.

An advanced healthcare operations platform providing real-time analytics and process-improvement tools across Emergency Department management, Real-Time Demand & Capacity (RTDC), perioperative management, and nursing operations. Designed to eliminate ED wait times, optimize OR utilization, and drive data-driven care decisions across medical, surgical, and support services.

Core Capabilities

  • Emergency Department real-time tracking and throughput optimization
  • Real-Time Demand & Capacity (RTDC) modeling and predictions
  • Perioperative management with OR utilization dashboards
  • Nursing operations and staffing analytics
  • Patient flow visualization with bottleneck identification
  • Predictive analytics for census, admissions, and discharges

Tech Stack

Laravel 11 React 19 Inertia.js TypeScript PostgreSQL Nivo WebSockets Redis

Architecture

  • Real-time event streaming
  • Multi-module dashboard (ED, OR, Nursing, RTDC)
  • Predictive models for demand forecasting
  • Spatie RBAC with audit logging

MediCosts

Live Demo

Healthcare price, payment, and quality transparency — one searchable platform.

MediCosts aggregates a dozen federally-mandated public datasets into one searchable platform for healthcare cost, quality, and payment transparency. Compare hospital pricing and quality, explore 30M+ industry payments to physicians, track Medicare Part D drug spend, and look up clinician and insurance networks — with an AI assistant that answers natural-language questions across every dataset.

Core Capabilities

  • Hospital cost & quality explorer (4,000+ hospitals: DRG pricing, HCAHPS, readmissions, ratings)
  • Top-50 most expensive DRGs nationally and by provider, with a cost estimator
  • Open Payments: 30M+ pharmaceutical and device payments to physicians (Sunshine Act)
  • Medicare Part D drug-spend trends (5 years, 14K drugs, prescriber-level)
  • Clinician directory (2.7M+ NPIs) and insurance network lookup
  • Abby AI assistant: streaming natural-language queries across all datasets

Tech Stack

React 19 Vite Node.js Express PostgreSQL Anthropic Claude CMS Open Data

Data Sources

  • CMS Medicare inpatient & Part D data
  • CMS Open Payments (Sunshine Act)
  • HRSA shortage areas & CDC PLACES
  • NPPES clinician registry & insurance networks

Interested in a platform demo?

All platforms are open source and available for evaluation. Contact us for a guided walkthrough, deployment consultation, or partnership inquiry.