The MLOps Podcast
The MLOps Podcast
Dean Pleban @ DagsHub
šŸš‘ ML in the Emergency Room with Ljubomir Buturovic
50 minutes Posted Jun 10, 2024 at 1:00 pm.
What is Inflammatix and how do they use ML7:32 Edge Device Deployment: The Future of Model Deployment21:16 Navigating Regulatory Submission for Medical Products
Evolution of Regulatory Processes in ML for Medical Applications30:18 Challenges and Solutions in ML for Medical Applications
The Future of AI in Clinical Care40:25 The Overrated Concept of Interpretability in AI and ML45:32 RecommendationsLinks
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50:26
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Show notes
In this episode, I chat with Ljubomir Buturovic, VP of ML and Informatics at Inflammatix. We discuss using ML to diagnose infections and blood tests in the emergency room. We dive into the challenges of building diagnostic (classification) and prognostic (predictive) modes, with takeaways related to building datasets for production use cases.
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Timestamps:
34:00 The Future of AI in Clinical Care40:25 The Overrated Concept of Interpretability in AI and ML45:32 RecommendationsLinks
šŸŒŽšŸ“ˆ Our world in data: https://ourworldindata.org/ šŸš€ Profiles of the future: https://www.amazon.com/Profiles-Future-Arthur-C-Clarke-ebook/dp/B00BY7GITK
āž”ļø Ljubomir Buturovic on LinkedIn – https://www.linkedin.com/in/ljubomir-buturovic-798156/
āž”ļø Ljubomir Buturovic on Twitter – https://x.com/ljbuturovic
🌐 Check Out Our Website! https://dagshub.com
Social Links:
āž”ļø LinkedIn: https://www.linkedin.com/company/dagshub
āž”ļø Twitter: https://twitter.com/TheRealDAGsHub
āž”ļø Dean Pleban: https://twitter.com/DeanPlbn