Hello
In a previous thread, Dezso said:
"If a cancer is growing slowly, even if it is there and it is visible, it might not be diagnosed within a year."
We observed this situation during the challenge for cancer patients with several exams where the scores of previous exams
were higher than usual
During training we labeled these exams as negative since cancer was diagnosed after two o more years.
But now we are unsure about this.
So this opens the following question, should our algorithms learn when the cancer should be diagnosed or
when the cancer is visible? In the first case our labeling is correct, in the answer is the second our labeling is not
This question is also related to how radiologists are evaluated.... If the cancer is there but the radiologist does not
diagnose it after two more years, is it a false negative of the radiologist at that time?
What do you think?
Created by Alberto Albiol alalbiol Great question -- we go by the ACR's BI-RADS auditing system and the rules and definitions assigned there. I believe you can access parts of the atlas at acr.org. Let's continue to discuss this thread here: https://www.synapse.org/#!Synapse:syn9935146/discussion/threadId=2132
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