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Table 1.

Classification and grading based on Tear film break up time (TBUT) and Schirmer’s test.

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Table 2.

Various parameters included in the artificial intelligence model.

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Table 2 Expand

Fig 1.

In vivo confocal image of the cornea showing sub-basal nerves with mature and immature dendritic cells.

Red arrow indicates an immature dendritic cell.

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Fig 2.

In vivo confocal microscopy image with superimposed software-aided nerve tracing and quantification of nerve length (CCMetrics).

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Fig 3.

In vivo confocal microscopy of the cornea showing microneuroma indicated within the yellow circle.

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Table 3.

Top six corneal nerve and systemic parameters ranked in decreasing order of importance by the artificial intelligence model.

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Table 3 Expand

Table 4.

Associations identified by a decision tree classifier in the RF AI model.

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Table 5.

Accuracy of the random forest classifier.

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Table 5 Expand