AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
8min chapter
Using edge models to find sensitive data
Practical AI: Machine Learning, Data Science, LLM
Exploring 'dark PHI' and the challenges of applying AI in healthcare
The chapter dives into the concept of 'dark PHI' and the difficulties in detecting sensitive health information within unstructured data formats like PDFs, stressing the balance between data access and security for clinicians. It also examines the unique obstacles faced in leveraging AI and machine learning in healthcare, including limited real patient data for model training, data heterogeneity among organizations, and challenges in data labeling and monitoring for bias.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode