A Deep Learning Approach to Predicting Diagnosis Code from Electronic Health Records

A Deep Learning Approach to Predicting Diagnosis Code from Electronic Health Records

Electronic Health Record (EHR) is an umbrella term encompassing demographics and health information of a patient from many different sources in a digital format. Deep learning has been used on EHRs in many successful studies and there is great potential in future implementations. In this study, diag...

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Bibliographic Details
Main Author: Håkansson, Ellinor
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2018
Subjects:
EHR
diagnosis code
ICD-10
classification
deep learning
Multi-layer Perceptron.
diagnoskod
klassificering
djupinlärning
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-240599

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-240599

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