このエピソードについて
Dr. Amol Verma is a physician and scientist in General Internal Medicine at St. Michael’s Hospital and the Temerty Professor of AI Research and Education in Medicine at the University of Toronto. Dr. Verma co-founded and co-leads GEMINI, Canada’s largest hospital clinical data research network.
- Objectives of GEMINI, using data to improve the quality of care [1:49]
- Digitization of health care and unlocking siloed information to improve health care delivery [5:01]
- Scaling GEMINI and interoperability across institutions and electronic medical records systems [7:50]
- Pooling data: batch data dumps vs. real-time data feeds [11:16]
- Data de-identification, Five Safes framework, and handling unstructured personal health information [13:35]
- What is federated learning? [18:20]
- Benefits of data sharing in health care from reducing length of hospital stay to recognizing/predicting delirium in patients [22:15]
- Ensuring transparency and fostering trust [29:10]
- Explaining the use of AI to patients [33:45]
Resources:
- GEMINI
- AI Scribes: Key Considerations for the Health Care Sector (IPC Guidance)
- AI Scribes Checklist: Key Considerations for the Health Care Sector (IPC Guidance)
- Principles for the Responsible Use of Artificial Intelligence (IPC and Ontario Human Rights Commission)
- Digital Health Under PHIPA: Selected Overview (IPC Guidance)
- Case of Note: Artificial intelligence gone wrong: Why custodians need strong AI frameworks and policies (IPC Guidance)
- Privacy Day 2026: Trustworthy AI in Health: The Promise, Perils, and Protections (YouTube)
- Privacy Day 2025: The Power of PETs: Privacy Enhancing Technologies (YouTube)
Info Matters is a podcast about people, privacy, and access to information hosted by Patricia Kosseim, Information and Privacy Commissioner of Ontario. We dive into conversations with people from all walks of life and hear stories about the access and privacy issues that matter most to them.
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