AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
The AI in Business Podcast
Deploying AI in Healthcare and Life Sciences with Dr. Milind Sawant of Siemens Healthineers
May 28, 2024
16:45
Snipd AI
Dr. Milind Sawant discusses AI deployment challenges in healthcare, emphasizing data quality and expert feedback. He explores the impact of AI on diagnostics workflows and the future of these industries. The episode highlights pitfalls in AI implementation, the importance of expertise and infrastructure, and leveraging Bayesian statistics in medical diagnostics.
Read more
AI Summary
Highlights
AI Chapters
Episode notes
Podcast summary created with Snipd AI
Quick takeaways
- Quality data and clinical expertise are crucial for successful AI implementation in healthcare.
- Starting with identifying the business problem before data selection is key to effective AI deployment in organizations.
Deep dives
Challenges of Developing AI in Organizations
The top impediments to developing and deploying AI in organizations include the need for high-quality data and individuals with clinical expertise to validate and annotate the data. Dr. Suwant highlights the importance of data quality over quantity, as training algorithms with noisy data can lead to inaccurate results. By emphasizing the critical role of clinical background in training machine learning models, she underscores the significance of ensuring data accuracy and validation.
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