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>I'd say its probably picking up on the style of imaging, rather than anything anatomical Certainly possible! They do control for hospital and machine … >Race
by MontyCarloHall 4y ago
>I'd say its probably picking up on the style of imaging, rather than anything anatomical
Certainly possible! They do control for hospital and machine …
>Race prediction performance was also robust across models trained on single equipment and single hospital location on the chest x-ray and mammogram datasets
… but it’s also possible that different chest x-rays were being used for different diagnostic purposes and thus have a different imaging style, which a) may correlate with ethnicity and b) does not appear to be explicitly controlled for.
- ASalazarMX 4y agoThe weak factor in these AI studies seems to be data set normalization.