Table 3 Examples of decisions made by the model and 8 human experts.

From: Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography

 

Model

PCV

PCV

PCV

PCV

PCV

RAP

R1

RAP

RAP

PCV

PCV

PCV

PCV

R2

PCV

RAP

PCV

PCV

PCV

PCV

R3

PCV

PCV

PCV

PCV

PCV

PCV

F1

PCV

PCV

PCV

PCV

PCV

PCV

F2

PCV

RAP

PCV

RAP

RAP

RAP

F3

RAP

RAP

RAP

PCV

PCV

PCV

RE1

RAP

RAP

RAP

RAP

RAP

PCV

RE2

RAP

RAP

RAP

RAP

RAP

PCV

GT

PCV

PCV

PCV

PCV

PCV

RAP

  1. These 6 images are the cases, which our model classified correctly even though two retina experts classified incorrectly.
  2. PCV, polypoidal choroidal vasculopathy; RAP, retinal angiomatous proliferation; R1, R3 and R4 denote ophthalmology residents with 1 year, 3 years, and 4 years of experience, respectively. F1, F2, and F3 denote retina fellows with 2 years of experience. RE1 and RE2 refers to retina experts with more than 10 years of experience as retina experts. GT denotes the ground truth.
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