The Platform for Sharing Health AI

Build, deploy and share health AI apps. Collaborate, restrict access, and collect feedback in secure and compliant workspaces, to bring your ideas for healthcare innovation to life.

USE CASES

Build, Deploy, Share

We provide the infrastructure that allows researchers at startups, academic medical centers, institutions, payers, providers, and life sciences to deploy apps.

Why? So everyone can access the latest and greatest tools from bench to bedside. We support private innovation and open source.

KEY FEATURES

Secure, Compliant Workspaces for Apps

Deploy applications inside your workspace, add collaborators, or share them with the open source community to accelerate innovation.

Security and compliance

We guarantee HIPAA and SOC2 compliance. Our compliance wizard also simplifies regulatory requirements, including new AI/CDS regulations like HTI-1, so you can focus on your core tasks.

Validation sandbox

Ensure AI safety, transparency, and accountability with detailed developer information, use cases, limitations, evidence, and logging. Easily filter applications by validation status to inform decision-making.

Private & community applications

Explore our expansive, rapidly growing app marketplace, which features hundreds of applications from basic models to advanced AI, all accessible for direct launch from any web browser.

See for yourself

Activate your account now and start browsing and deploying apps within minutes.

Discussions

Foster collaboration, collect feedback and enable iterative improvements among other researchers, developers, and stakeholders.

Monetization

With Health Universe you can clone and distribute applications with unique authorization schemes, allowing your organization to quickly monetize your intellectual property. Invoicing, billing, and technical support are all included within our Enterprise level plans.

See for Yourself

Activate your account now and start creating apps within minutes.

Launch

Launch applications right from the browser. Nothing to download or install.

From operational and workflow applications, to basic science and state-of-the-art AI, save yourself and your team time, energy, and money as you innovate faster than ever before.

DEPLOY

Deploy Streamlit apps

1

Identify the use case that's your highest priority.

2

Use Streamlit or FastAPI to create your application. You can even use GPT-4 or Claude to make one in minutes.

3

Upload your code to GitHub (public or private).

4

Inside Health Universe, select your GitHub repository and deploy your application to our cloud infrastructure.

5

Share your application inside your organization, or open source it and add it to the community gallery.

Collaborate

Private by default or share them with the community

After you've deployed your application into your workspace, you can add collaborators to co-develop the application, or add end users who can only view and launch the application.

  • Share internally or with external partners
  • Share only the data you want to share
  • Or open-source it and add it to the community!
level up

Explore Our Plans

Open Source

Free for individual users contributing to and sharing open source applications, enabling collaborative development.

Pro Plan

Develop up to 10 private applications within a personal workspace. Unlimited open source workspaces.

Teams Plan

Ideal for educational institutions and organizations looking to collaborate within dedicated private workspaces.

Enterprise Plan

Includes dedicated onboarding, access to customer development, FHIR EHR integration, application monetization, enhanced observability, RBAC security controls and more. Suitable for large health systems and life sciences organizations.

WHO WE SERVE

Driving change across every sphere of healthcare

The Health Universe ecosystem comprises passionate individuals and organizations who share a common mission — leveraging technology to expedite and improve health outcomes for all.

Startups

Accelerate your go-to-market strategy with rapid application publishing, attracting investors and customers with custom AI solutions, even without in-house dev.

Pharma

Safely leverage AI to accelerate drug discovery and development, optimize clinical trials, and ultimately improve patient outcomes.

Academics

Equip instructors to teach and collaborate on bioinformatics, enabling students to contribute to future advancements in healthcare.

Health Systems

Implement compliant and secure applications that streamline operations, drive workflow efficiencies, and improve revenue and cost management.

Research Labs

Empower your team to build and validate innovative ideas, collaborate on a global scale, and gain visibility for groundbreaking research.

resource base

Latest news & research

Got questions?
We have answers.

What is Health Universe?

Health Universe is an open-source platform spanning from researchers to clinicians, that is aggregating, organizing, and operationalizing 1-click models, from basic scientific research to state-of-the-art AI. We're a community bringing cutting-edge statistical models to researchers, drug developers, health policy researchers, and clinicians at the point of care to improve outcomes and lower costs. We empower the future of health research.

How does it work?

Users contribute by linking a GitHub repository containing a model built in Python. Researchers and clinicians can run models directly from Health Universe without having to install any software. The models are made instantly available and interactive using the open source UI library called Streamlit.

How do I know the models are reliable?

Clinical models are meant to inform decision making but are not meant to be definitive. We support the belief "humans in charge, AI in the loop." At this stage, machine learning requires human guidance and discretion. Performance metrics are included with each model. Typical metrics are AUC, accuracy, precision and recall. Apps with a "verified" seal have been vetted by prevailing standards.

Who can contribute a model?

Anyone who wants to advance health research can deploy models on Health Universe. Typical contributors are graduate students, Ph.D students, post-graduates, and industry professionals. Data scientists are also able to contribute by converting existing research into Streamlit compatible projects. We're always looking for new contributors!

What programming languages are supported?

Models must be developed in Python and Streamlit. We also support FastAPI for more flexible use cases.

Can't I just use Streamlit Cloud?

Health Universe provides additional features specific to healthcare. We offer researchers and clinicians critical information such as performance metrics, vetting and verification, model origins, SNOMED ontology, EHR integrations, FHIR standards, and more.

How do I contribute my model?

Once you have completed the development of your model, add UI to your project with Streamlit. Then, submit your model to Health Universe. We'll spin up a dedicated container to host your model, install your project dependencies, and introduce your model to researchers and clinicians worldwide!

GET STARTED

Build, deploy and share health apps in a private workspace.