A Curriculum Batching Strategy for Automatic ICD Coding with Deep Multi-Label Classification Models

The International Classification of Diseases (ICD) has an important role in building applications for clinical medicine. Extremely large ICD coding label sets and imbalanced label distribution bring the problem of inconsistency between the local batch data distribution and the global training data d...

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Detalles Bibliográficos
Autores principales: Wang, Yaqiang, Han, Xu, Hao, Xuechao, Zhu, Tao, Shu, Hongping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Technical Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777784/
https://www.ncbi.nlm.nih.gov/pubmed/36553921
http://dx.doi.org/10.3390/healthcare10122397

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777784/
https://www.ncbi.nlm.nih.gov/pubmed/36553921
http://dx.doi.org/10.3390/healthcare10122397

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