Published On May 6, 2024
Let's Talk VDML | Practical Conversations about AI Assurance
VDML (Validation Driven Machine Learning) is a methodology developed by KJR to guide the development of robust and reliable Machine Learning (ML) models. VDML is a practical method of undertaking responsible AI.
Host Dr. Mark Pedersen talks with KJR Founder Dr. Kelvin Ross and consultant Tracey Nguyen to explore the critical process of de-identifying clinical notes in healthcare to protect patient privacy while enabling valuable medical research.
Gain insights into the challenges of anonymising unstructured data, such as free-text notes from doctors and nurses, and the iterative approach to refining machine learning models for this purpose. The discussion centres around the balance between maintaining data utility for research and ensuring compliance with privacy standards.
• KJR: https://kjr.com.au/
• VDML: https://kjr.com.au/services/vdml/
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