Papers by Haraldur Orri Hauksson
Applications of BERT Models Towards Automation of Clinical Coding in Icelandic (2024.findings-naacl)
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| Challenge: | Traditionally, clinical coding is manual and laborintensive task prone to human error. |
| Approach: | They analyze 25 years of electronic health records from the Landspitali University Hospital in Icelandic to explore the potential of using NLP for clinical coding. |
| Outcome: | The best-performing model achieves competitive results in micro and macro F1 scores, with label attention contributing significantly to its success. |