Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model

Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model

Electronic health records provide a vast amount of text health data written by physicians as patient clinical notes. The world health organization released the international classification of diseases version 10 (ICD-10) system to monitor and analyze clinical notes. ICD-10 is system physicians and o...

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Bibliographic Details
Main Author: Al-Bashabsheh, Emran (author)
Other Authors: Alaiad, Ahmad (author), Al-Ayyoub, Mahmoud (author), Beni-Yonis, Othman (author), Abu Zitar, Raed (author), Abualigah, Laith (author)
Published: 2023
Subjects:
ICD-10
Deep learning
BERT
Long short-term memory
Convolutional neural network
Online Access:https://depot.sorbonne.ae/handle/20.500.12458/1391
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https://depot.sorbonne.ae/handle/20.500.12458/1391

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