Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles

Figure 2

Image data flow. The top branch represents data flow for creating an artificial intelligence model. The bottom branch represents data flow for preliminary grader evaluation and model evaluation. CO was a certified orthoptist (expert grader); Dr was a doctor who is a specialist in both the Japanese Society of Allergology and the Japanese Ophthalmological Society (specialist grader). The data flow processes for training data and evaluation data were different because defining correct responses required different protocols for each process.