KliniskVestBERT: BERT Model Specialised to Norwegian Clinical Texts
Researchers have developed KliniskVestBERT, a specialized BERT model for Norwegian clinical texts. This model was pre-trained on a large dataset of de-identified clinical documents from Helse Vest, encompassing various text types like discharge summaries and nursing notes. Evaluations showed that KliniskVestBERT significantly outperforms its general-purpose counterparts on clinical NLP tasks, demonstrating the value of domain-specific pre-training. AI
IMPACT Domain-specific models like KliniskVestBERT can improve accuracy and efficiency in specialized fields such as healthcare.