Machine learning for automated cause-of-death classification from 2021 to 2022 in Korea: development and validation of an ICD-10 prediction model
Purpose This study evaluated the feasibility and performance of a deep learning approach utilizing the Korean Medical BERT (KM-BERT) model for the automated classification of underlying causes of death within national mortality statistics. It aimed to assess predictive accuracy throughout the cause-...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Ewha Womans University College of Medicine
2025-07-01
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| Series: | The Ewha Medical Journal |
| Subjects: | |
| Online Access: | http://www.e-emj.org/upload/pdf/emj-2025-00675.pdf |
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