Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation - Dong, Hang; Suárez-Paniagua, Víctor; Whiteley, William; Wu, Honghan (Journal of biomedical informatics, 2021)
Keywords: Attention Mechanisms; Automated medical coding; Clinical Coding - methods; Clinical Coding - statistics & numerical data; COVID-19 - epidemiology; Deep Learning; Electronic Health Records - statistics & numerical data; Explainability; Humans; Label correlation; Medical Informatics; Multi-label classification; Natural Language Processing; Neural Networks, Computer; Pandemics - statistics & numerical data; SARS-CoV-2; United Kingdom - epidemiology; United Kingdom; Deep learning; Label correlation; Multi-label classification; Natural Language Processing; Automated medical coding; Attention Mechanisms; Explainability