Figure 2. Workflow of the SweDeClin-BERT model. The model is initialized from KB-BERT and further pretrained on Swedish clinical texts. It is then fine-tuned separately on Swedish and Norwegian ICD-10 coding tasks, resulting in 2 specialized versions: SweDeClin-BERT-SweICD and SweDeClin-BERT-NorICD. BERT: Bidirectional Encoder Representations from Transformers; ICD-10: International Statistical Classification of Diseases, Tenth Revision.