If your AI algo scanned the general population and it said 100% of the time, "no risk of esophageal cancer" It'd still be 99.5% accurate.
It's highly accurate. And useless.
To get a good idea of how useful it is, you need to know it's false negative rate and false positive rate as well as it's accuracy.
If your AI algo scanned the general population and it said 100% of the time, "no risk of esophageal cancer" It'd still be 99.5% accurate.
It's highly accurate. And useless.
To get a good idea of how useful it is, you need to know it's false negative rate and false positive rate as well as it's accuracy.