This is exacerbated by the fact that if the AI told the doctor that there is a doubt, no doctor will take the risk of not doing a biopsy / scanner / MRI / surge

This is exacerbated by the fact that if the AI told the doctor that there is a doubt, no doctor will take the risk of not doing a biopsy / scanner / MRI / surgery (depending on the case). Because, how would you defend yourself in front of the judge ? This is something we always have in mind. This is how you end with false positives and over-diagnosis.