3 ms·
You have to add a context where the number of radiologist is extremely limited, otherwise the exercise is pointless, but: a different question I would have is,
by make3 5y ago
You have to add a context where the number of radiologist is extremely limited, otherwise the exercise is pointless, but:
a different question I would have is, do the AI models know when they are unsure. If so, you could use the AI, and keep the prediction when it is certain, and call a radiologist otherwise. Obviously, in this scenario, you have measured the accuracy of the certainty prediction.
- mcguire 5y agoThat's the neat thing about statistical AI techniques: you give it a training set with two conclusions, yes and no. It will then give you results of yes or no, with absolute certainty. For example, check the photo-recognition systems where minor changes to the picture change the recognition from a parrot to a Ferrari.