ACUMENUS
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Healthcare is drowning in information.
We transform it into wisdom.

Acumenus Data Sciences is a medical informatics consultancy and open-source software studio. We build production-grade clinical intelligence platforms that help healthcare organizations turn fragmented data into actionable insight.

Explore Our Platforms Our Services
HIPAA Compliant FHIR R4 OMOP CDM Open Source SOC 2 Type II
OHDSI · OMOP CDM · HL7 FHIR R4 · Real-World Evidence · Clinical NLP · Predictive Modeling · Epic (EHR Integration) · Oracle Health (Cerner) · Value-Based Care · Population Health Analytics · FDA Class II SaMD · Precision Medicine · SMART on FHIR · Clinical Decision Support · Apache Superset · Generative AI · SNOMED CT · Phenotyping · Social Determinants of Health · CMS / Medicare · Ambient Clinical Intelligence · RxNorm · ETL / Data Pipelines · Supabase · Responsible AI · International Rett Syndrome Foundation · LOINC · Digital Quality Measures · Interoperability · Learning Health Systems · USCDI · Cohort Analytics · OHDSI · OMOP CDM · HL7 FHIR R4 · Real-World Evidence · Clinical NLP · Predictive Modeling · Epic (EHR Integration) · Oracle Health (Cerner) · Value-Based Care · Population Health Analytics · FDA Class II SaMD · Precision Medicine · SMART on FHIR · Clinical Decision Support · Apache Superset · Generative AI · SNOMED CT · Phenotyping · Social Determinants of Health · CMS / Medicare · Ambient Clinical Intelligence · RxNorm · ETL / Data Pipelines · Supabase · Responsible AI · International Rett Syndrome Foundation · LOINC · Digital Quality Measures · Interoperability · Learning Health Systems · USCDI · Cohort Analytics ·

Platforms

Six Platforms. One Mission.

Each platform is purpose-built for a specific domain of healthcare intelligence — from behavioral health to population analytics, hospital operations to rare disease research.

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Parthenon

Live Demo

The unified OHDSI platform — one application replaces fifteen.

  • Cohort builder & vocabulary explorer (7M+ concepts), Atlas-compatible
  • Built-in characterization & data-quality checks — no R required
  • Incidence, pathways, patient-level prediction & estimation
  • Genomics, DICOM imaging & FHIR R4 — beyond classic OHDSI
  • Abby AI copilot: natural-language cohorts & result interpretation
Laravel 11 React 19 TypeScript PostgreSQL OMOP CDM v5.4 MedGemma AGPL-3.0
View Demo GitHub

Medgnosis

Live Demo

Standards-native population health and clinical decision support.

  • Real-time care-gap engine (45 condition bundles, 354 measures)
  • CDS Hooks 2.0 decision support + FHIR R4 endpoints
  • VSAC value sets with version-pinned terminology
  • 1M+ patient hybrid warehouse (3NF EDW + Kimball star)
  • Governed, transparent AI insights (BAA-gated Claude / Ollama)
Fastify 5 React 19 Vite 6 PostgreSQL Redis BullMQ Turborepo TypeScript
View Demo GitHub

Aurora

Live Demo

Collective intelligence for complex cancer cases — genomics to outcomes.

  • Molecular tumor board workflows with structured case queues
  • Genomic variant interpretation (ClinVar) + OncoKB treatment matching
  • Radiogenomics: DICOM viewer, segmentation & RECIST response tracking
  • Structured clinical decisions with team voting & audit trails
  • Abby copilot: trial matching & federated “Patients Like This”
Laravel 11 React 19 TypeScript PostgreSQL pgvector Reverb Apache 2.0
View Demo GitHub

COPE

formerly MindLog
Live Demo

Real-time behavioral health monitoring for clinicians and patients.

  • Patient mobile app (Expo/React Native) for mood, sleep, meds & symptoms
  • Clinician dashboard with real-time WebSocket alerts & cohort monitoring
  • Validated instruments: PHQ-9, GAD-7, ISI, C-SSRS, ASRM, WHODAS
  • FHIR R4 export + built-in 988 / crisis-line safety integration
  • HIPAA-ready, first-party auth, FDA Class II pathway
Expo SDK 52 React Native Fastify 5 PostgreSQL Redis BullMQ FHIR R4 Anthropic Claude
View Demo GitHub

Operational & Open-Data Tools

Zephyrus

Live Demo

Real-time analytics for hospital operations and patient flow.

  • Real-time ED operations monitoring
  • Hospital-wide capacity management (RTDC)
  • Perioperative & OR analytics
  • Predictive staffing & capacity alerts
  • HIPAA-compliant RBAC
Laravel 11 React 19 Inertia.js TypeScript PostgreSQL
View Demo GitHub

MediCosts

Live Demo

Healthcare price, payment & quality transparency in one searchable platform.

  • 12 federal datasets: hospital cost, quality, payments & drug spend
  • Open Payments: 30M+ industry payments to physicians
  • Medicare Part D drug-spend trends + insurance network lookup
  • Abby AI assistant for natural-language queries across every dataset
React 19 Vite Node.js Express PostgreSQL Anthropic Claude CMS Open Data
View Demo GitHub

What We Do

Consultancy Services

We don’t just build software. We transform healthcare organizations through deep domain expertise, evidence-based strategy, and hands-on implementation.

OMOP Ecosystem Deployment

End-to-end implementation of the OHDSI/OMOP application ecosystem for academic research centers. Cohort building, outcomes research, ATLAS/Achilles deployment, and HADES R packages for reproducible analytics.

Clinical Quality & Outcomes Improvement

Review of treatment protocols vs. latest evidence, care coordination programs, predictive analytics for high-risk patients, eCQM measurement and reporting across the continuum of care.

Population Health Management

Tactical implementation for women’s health, pediatrics, chronic disease management, and high-risk population strategies for health plans and primary care networks.

Clinical Re-engineering & Decision Support

EHR-based clinical decision support implementation, standardized protocol deployment, and evidence-based guideline integration to reduce unwarranted variation and improve outcomes.

Value-Based Care Implementation

Strategy development, VBC model deployment, performance metrics definition, and care delivery optimization for value-based contracts and alternative payment models.

Digital Transformation Services

Technology evaluation, implementation guidance, ROI measurement, and change management for healthcare enterprises navigating the shift to data-driven care delivery.

Research & Open Source

Advancing the Science of Healthcare Delivery

Our research agenda spans observational health sciences, open-source tooling, rare disease collaboration, and real-world evidence generation.

OHDSI / OMOP CDM

As a premier OHDSI partner, Acumenus deploys and maintains the full Observational Health Data Sciences and Informatics ecosystem. Our Parthenon platform provides turnkey OMOP CDM v5.4 deployment with ATLAS cohort building, Achilles data characterization, and HADES R-based analytics — enabling institutions to participate in the world’s largest distributed observational research network.

Synthea2OMOP-ETL

Our open-source ETL pipeline transforms Synthea synthetic patient data into OMOP CDM format, enabling researchers and developers to work with realistic clinical data without privacy concerns. This tool powers our demo environments and serves as a reference implementation for ETL best practices in observational health data science.

Rare Disease Research

In collaboration with the International Rett Syndrome Foundation (IRSF), Acumenus is applying OMOP CDM and advanced analytics to rare disease registries. Our work aims to standardize rare disease data collection, enable cross-institutional research, and accelerate therapeutic discovery for underserved patient populations.

Real World Evidence

Through systematic outcomes research and real-world evidence generation, our team supports regulatory submissions, comparative effectiveness research, and post-market surveillance. With 60+ peer-reviewed publications, we bring rigorous methodology to every engagement.

“Acumenus Data Sciences revolutionized the way we manage our data assets. Their expertise and solutions have greatly improved our research strategy and ability to collaborate.”

International Rett Syndrome Foundation

Research Partner

Our Team

The People Behind the Platforms

Acumenus Data Sciences is a medical informatics consultancy founded by clinicians, engineers, and data scientists who believe healthcare data should work harder for patients, providers, and researchers.

Sanjay M. Udoshi MD

Sanjay M. Udoshi MD

Medical Director, Informatics

Physician executive and CMIO with 20+ years spanning clinical medicine, health IT, and AI innovation. Leadership roles at Oracle Health Sciences, Geisinger Health System, WellStack, and Symphony Corporation. Author of 60+ peer-reviewed publications.

Kash Patel

Kash Patel

Chief Information Officer

Healthcare technology executive who served as EVP and Chief Digital Information Officer at Hackensack Meridian Health. Named among "50 Innovative Chief Digital Officers to Know." Forbes contributor and 25+ years in health IT leadership.

John Dawe

John Dawe

Operations

Operations leader with MNA, CNP, RCP, and RCPF credentials. Expert in emerging technology trends and organizational development, ensuring seamless delivery across all platform deployments and consultancy engagements.

David Muraco

David Muraco

Data Architecture

Healthcare data architect and former Chief Data Architect at Geisinger Health System. MS in Computer Science & Health Informatics from Boston University. Deep expertise in data warehousing, ETL pipelines, and OMOP CDM implementation.

“Our mission is to advance the science of healthcare delivery through open-source innovation, rigorous research, and an unwavering commitment to the communities we serve.”

From the Blog

Perspectives on Health Informatics

View All

Sanjay M. Udoshi · Dec 22, 2023 · 5 min read

The Enduring Legacy of Sir William Osler

Examining the enduring principles of clinical medicine established by the father of modern medicine, and their relevance to today’s data-driven healthcare landscape.

Sanjay M. Udoshi · Dec 17, 2023 · 5 min read

Don’t Believe The Hype

First-gen AI in healthcare will create more clutter, not clarity

A critical examination of AI promises in healthcare and why the industry must focus on data quality and clinical workflow integration before chasing the next model.

Sanjay M. Udoshi · Dec 14, 2023 · 3 min read

Improving Healthcare Outcomes with Data Science

How data science methodologies can improve patient outcomes, reduce costs, and enable evidence-based care delivery at scale across health systems.

Sanjay M. Udoshi · Dec 13, 2023 · 3 min read

Knowledge Generation Through Advanced Analytics and Decision Support

The role of advanced analytics in transforming raw healthcare data into actionable knowledge that drives better clinical decisions and population health strategy.

Get in Touch

Let’s Build Better Healthcare Together

Whether you’re exploring OMOP CDM deployment, need clinical quality consulting, or want to discuss a custom platform — we’d love to hear from you.

Reach Us Directly

Acumenus Data Sciences serves healthcare organizations nationwide. We offer both remote consulting and on-site engagements depending on project scope.

Email

info@acumenus.io

Phone

570-472-7078

GitHub

github.com/sudoshi

Live Demos

demo.acumenus.net