Abstract:comparison with a human benchmark, 10 because doctors usually do not try to predict targets such as age or sex from retinal photographs (and it is not established whether predicting these targets would be possible after appropriate training). The introduction of proper benchmarks for opportunistic deep learning is therefore another open question for future research.
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