The Rhino FCP has been used for dozens of creative, impactful projects across the healthcare & life sciences ecosystem
Example projects on the Rhino FCP (non-exhaustive)
Powering multi-institutional, global consortia
Academic consortia validate, train, and deploy Al across four continents
Model weight security enhancement
Improving FL security by balancing weight masking and performance
Identification of patients for clinical trials
Predictive modeling based on longitudinal data
Enabling builders to deploy tools securely and rapidly
Researchers deploy OSS tools to assess image quality
Early detection of pancreatic cancer
Top US cancer centers use multi-omic federated data to develop Al
Distributed registry of patient data
Easy feasibility testing in a trusted research environment with data mapped to OMOP via distributed ETLs
Biopharma
The Rhino Federated Computing Platform enables biopharma and life science companies to securely access Real World Data across clinical institutions and receive the insights from analytics and AI/ML applications deployed locally, all without the need to transfer patient data. We support:
Drug Discovery and Pre-Clinical Development
Access to distributed health data to improve the probability of technical and regulatory success
Clinical Development
and Trials
Patient identification and facilitation of decentralized trials and synthetic control arms
Post-
Marketing
Generation of insights into safety, efficacy and treatment pathways from real world data
Health Care Organizations
The Rhino Federated Computing Platform enables academic medical centers, hospital networks, researchers and other healthcare stakeholders to collaborate with one another and with industry partners, while ensuring patient privacy is protected. We support:
Research
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Grant funded consortia participation
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Peer to peer and multi-institution innovation
Collaboration
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Commercial co-development and revenue generation
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Licensing R&D algorithms
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Quality & outcomes measurement, accreditation, and certification
Deployment
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Test and validate AI applications ahead of purchase
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Deploy and monitor AI products
Rhino Health also offers professional services to our clients, helping them to get the most out of The Rhino Federated Computing Platform with advisory services on data science, federated learning, and edge computing.