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018 The AI's Scorecard - What is a Loss Function

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Manage episode 508435354 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://ppacc.player.fm/legal.

How does an AI model quantify a mistake? It uses a "loss function" – a scorecard that penalises different types of errors. In this episode, we explain what a loss function is, why it's not a one-size-fits-all tool, and how it reveals the true clinical priorities of any AI model. A crucial concept for critically appraising new research.

#LossFunction #AIinHealthcare #MachineLearning #ClinicalAI #HealthTech #DigitalHealth #MedicalEducation #MedEd #CriticalAppraisal #ai in medicine Music generated by Mubert https://mubert.com/render

[email protected]

  continue reading

27 episodes

Artwork
iconShare
 
Manage episode 508435354 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://ppacc.player.fm/legal.

How does an AI model quantify a mistake? It uses a "loss function" – a scorecard that penalises different types of errors. In this episode, we explain what a loss function is, why it's not a one-size-fits-all tool, and how it reveals the true clinical priorities of any AI model. A crucial concept for critically appraising new research.

#LossFunction #AIinHealthcare #MachineLearning #ClinicalAI #HealthTech #DigitalHealth #MedicalEducation #MedEd #CriticalAppraisal #ai in medicine Music generated by Mubert https://mubert.com/render

[email protected]

  continue reading

27 episodes

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