Figure 3 | Scientific Reports

Figure 3

From: PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records

Figure 3

Data pipeline for the creation of the ensemble multi-label ICD-11 classification model, PetBERT-ICD, derived from the 20 binary classification models, with final application onto the 2.1 million unseen records for the outbreak detection analysis. From this 2.1 million, a random 1000 records were sampled and were annotated by a practising clinician to evaluate model performance. (n = number of samples).

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