Services
Services the Digital Innovation Lab offers include:
- Support for every stage of the artificial intelligence research life cycle, from ideas to formal development and clearance of software as a medical device.
- Intellectual property disclosures.
- Study designs and creation of funding proposals.
- Data extraction from Mayo's cloud infrastructure, unified data platform, medical imaging databases and other sources.
- Model development and validation.
- Model hosting and deployment.
- Manuscript drafts and revisions.
- Educational offerings, including journal and book clubs, short courses, and seminars.
Equipment and processes
Deep-learning computing infrastructure is mature and scaleable at Mayo Clinic. The Digital Innovation Lab has its own hardware and cloud computing resources. The lab has invested heavily in optimizing workflows based on these systems. This ensures the lab can create algorithms that are strong and able to be reproduced.