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006 Deep learning

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Manage episode 498174471 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.

How can an AI analyse a CT scan or pathology slide with expert-level accuracy? The answer is Deep Learning—the engine behind the revolution in medical imaging.

In this episode, we explain how these 'deep' neural networks teach themselves to see complex patterns, much like our own visual cortex processes information from simple edges to complex objects.

Knowing this matters. It helps you understand why these models are often "black boxes," why appraising their training data is so critical, and why they are hyper-specialised for a single task.

🎧 Listen now to understand the technology powering the next generation of medical imaging tools.

Music generated by Mubert https://mubert.com/render

#DeepLearning #AIinMedicine #MedicalImaging #Radiology #Pathology #HealthTech #NeuralNetworks #ClinicalAI #MedEd

[email protected]

  continue reading

17 episodes

Artwork
iconShare
 
Manage episode 498174471 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.

How can an AI analyse a CT scan or pathology slide with expert-level accuracy? The answer is Deep Learning—the engine behind the revolution in medical imaging.

In this episode, we explain how these 'deep' neural networks teach themselves to see complex patterns, much like our own visual cortex processes information from simple edges to complex objects.

Knowing this matters. It helps you understand why these models are often "black boxes," why appraising their training data is so critical, and why they are hyper-specialised for a single task.

🎧 Listen now to understand the technology powering the next generation of medical imaging tools.

Music generated by Mubert https://mubert.com/render

#DeepLearning #AIinMedicine #MedicalImaging #Radiology #Pathology #HealthTech #NeuralNetworks #ClinicalAI #MedEd

[email protected]

  continue reading

17 episodes

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