Figure 2 (IMAGE)
Caption
Examples showing (a) the input image, with (b) the model's "focus areas" and (c) the "medical findings" projected onto the image. The intensity of the red color indicates a higher contribution to the diagnostic outcome. Among two correctly classified cases, the top case shows less than 30% consistency, while the bottom case shows over 80% consistency; however, significant differences are observed in the medical findings (colored in red). This highlights an unexpectedly large discrepancy between the model's focus and human expertise.
Credit
Tohoku University
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