Specialized Model Development
The discussion highlights the development of highly specialized models for detecting various abnormalities in medical imaging, such as chest X-rays. With an ensemble approach, multiple models are utilized for each type of abnormality, emphasizing the complexity of managing these systems. The preference for cloud-based deployment is noted as a strategy to efficiently handle updates and technical challenges associated with rapid model improvements.In this clip
From this podcast
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Pragmatic Deep Learning for Medical Imagery with Prashant Warier - TWiML Talk #165
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