Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings (Q91989282)

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26 April 2020

title

Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings (English)

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26 April 2020

author name string

Anthony N Nguyen

1

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26 April 2020

Donna Truran

2

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26 April 2020

Madonna Kemp

3

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26 April 2020

Bevan Koopman

4

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26 April 2020

David Conlan

5

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26 April 2020

John O'Dwyer

6

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26 April 2020

Ming Zhang

7

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26 April 2020

Sarvnaz Karimi

8

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26 April 2020

Hamed Hassanzadeh

9

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26 April 2020

Michael J Lawley

10

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26 April 2020

Damian Green

11

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26 April 2020

publication date

5 December 2018

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AMIA Annual Symposium proceedings

26 April 2020

published in

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volume

2018

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26 April 2020

page(s)

807-816

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Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers

26 April 2020

cites work

1 reference

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Deep Neural Models for ICD-10 Coding of Death Certificates and Autopsy Reports in Free-Text.

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SnoMAP: Pioneering the Path for Clinical Coding to Improve Patient Care

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Automated Cancer Registry Notifications: Validation of a Medical Text Analytics System for Identifying Patients with Cancer from a State-Wide Pathology Repository

23 February 2021

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Assessing the Utility of Automatic Cancer Registry Notifications Data Extraction from Free-Text Pathology Reports

23 February 2021

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A method for modeling co-occurrence propensity of clinical codes with application to ICD-10-PCS auto-coding.

23 February 2021

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Automatic ICD-10 classification of cancers from free-text death certificates

23 February 2021

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Data integration of structured and unstructured sources for assigning clinical codes to patient stays

23 February 2021

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Automatic classification of diseases from free-text death certificates for real-time surveillance

23 February 2021

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An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records.

23 February 2021

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Diagnosis code assignment: models and evaluation metrics

23 February 2021

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Study reveals hard facts on CAC.

23 February 2021

1 reference

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A systematic literature review of automated clinical coding and classification systems

23 February 2021

1 reference

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Symbolic rule-based classification of lung cancer stages from free-text pathology reports

23 February 2021

1 reference

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An overview of MetaMap: historical perspective and recent advances

23 February 2021

1 reference

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The risk and consequences of clinical miscoding due to inadequate medical documentation: a case study of the impact on health services funding

23 February 2021

1 reference

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A simple algorithm for identifying negated findings and diseases in discharge summaries.

23 February 2021

1 reference

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23 February 2021

Identifiers

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26 April 2020

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