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Explainable AI for Biology and Medicine with Su-In Lee - #642
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
How to Audit Clinical AI Models
In our most recent paper that's in, you know, in review, we are focusing on dermatology example. So the metallurgical image is inputted into the neural network and then you want to know whether that's a melanoma or not. There are many algorithms out there, some published in very, you know,. high profile medical journals and then also some available through the cell phone apps. And we recently tested them with us... We found explainable AI was extremely helpful. It shows only very small part of the inner workings of the machine learning model. The research we are currently performing in the clinical area.
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