Integrations

Everything connects. Collective Minds Research integrates with the tools, systems, and workflows your team already relies on — so you spend less time on setup and more time on what matters: advancing medical research.

Infrastructure

Seamlessly connect Collective Minds Research to your hospital's existing imaging infrastructure. From PACS listeners to identity providers, our infrastructure integrations ensure that medical data flows securely and efficiently — without leaving your firewall until you decide it should.

PACS

PACS DICOM integration through CM-Connect. A secure edge gateway that 'listens' for DICOM data from your PACS. It handles on-premise pseudonymization and encryption before data ever leaves your firewall. The medical imaging data lands in our Data Stage for further processing and routing to the correct target.
Installation instructions
More information
XNAT

Xnat

Seamless interoperability with XNAT research PACS. Pull annotated datasets from Collective Minds Research to your XNAT archive for further processing or long-term storage. 
XNAT

Single sign-on

Integrate with your hospital or university identity provider (IdP) using standard OIDC or SAML protocols for secure, single-sign-on access.
OIDC

Developer

Build on top of Collective Minds Research using our open developer tools. Whether you're automating dataset curation, orchestrating multi-site pipelines, or deploying custom algorithms, our SDK and API give you full programmatic control over your research workflows.

Python SDK

Programmatically interact with your Collective Minds Research repository and projects. Automate dataset creation, pipeline triggers, and cohort management and much more.
Public SDK source

API

Automate the ingestion and orchestration of multimodal data. Perfect for high-volume clinical trials or core-lab setups. 

API documentation

Containerized Tools

Bring Your Own Algorithm. Deploy your custom Docker containers into the Collective Minds Research pipeline to run analysis on curated datasets.

More information

AI and diagnostics

Extend your diagnostic capabilities by integrating certified AI algorithms directly into your Collective Minds Research pipeline. Run fracture detection, osteoarthritis scoring, chest CT analysis, and more — on curated, anonymized datasets at scale.

Radiobotics

Radiobotics RBfracture

AI-powered fracture detection for musculoskeletal X-rays. Automatically flags suspected fractures to support radiologists and reduce the risk of missed diagnoses.

RBfracture
Radiobotics

Radiobotics RBknee

AI-powered knee X-ray analysis. Automatically detects and grades osteoarthritis, helping radiologists deliver faster, more consistent reports.

Radiobotics
Gleamer

Gleamer Boneview

AI-assisted fracture detection to reduce diagnostic errors and improve reading time for trauma X-rays. 

Glemear Boneview
Contextflow

Contextflow ADVANCE Chest CT

Chest CT AI. Search engine for lungs—detects disease patterns in 3D medical images and retrieves similar cases for reference.  

Contextflow Advance Chest CT

See it in action

Book a demo and see how you can securely share medical imaging data, collaborate across institutions, streamline research and clinical workflows.
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