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024 Efficient Learning and Smart Shortcuts for Medical AI - Transfer learning and Active learning

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Manage episode 513974897 series 3678442
Content provided by Stephen Auger. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Stephen Auger or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Why build an AI model from scratch when you can give it a head start? And why waste expert time on easy cases? This episode explores two powerful strategies for efficient AI development. Discover how Transfer Learning gives your model a foundation of pre-existing knowledge and how Active Learning creates a smart feedback loop where the AI asks for help on only the toughest cases.

#HealthAI #MedicalAI #TransferLearning #ActiveLearning #MachineLearning #AIinMedicine #DataEfficiency #HealthTech #ai in medicine Music generated by Mubert https://mubert.com/render

[email protected]

  continue reading

43 episodes

Artwork
iconShare
 
Manage episode 513974897 series 3678442
Content provided by Stephen Auger. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Stephen Auger or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Why build an AI model from scratch when you can give it a head start? And why waste expert time on easy cases? This episode explores two powerful strategies for efficient AI development. Discover how Transfer Learning gives your model a foundation of pre-existing knowledge and how Active Learning creates a smart feedback loop where the AI asks for help on only the toughest cases.

#HealthAI #MedicalAI #TransferLearning #ActiveLearning #MachineLearning #AIinMedicine #DataEfficiency #HealthTech #ai in medicine Music generated by Mubert https://mubert.com/render

[email protected]

  continue reading

43 episodes

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