Open Access book by Hercules Dalianis. Clinical Text Mining: Secondary Use of Electronic Patient Records

This open access book from Springer describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records.

Table of Contents

Introduction

The History of the Patient Record and the Paper Record

User Needs: Clinicians, Clinical Researchers and Hospital Management

Characteristics of Patient Records and Clinical Corpora

Medical Classifications and Terminologies

Evaluation Metrics and Evaluation

Basic Building Blocks for Clinical Text Processing

Computational Methods for Text Analysis and Text Classification

Ethics and Privacy of Patient Records for Clinical Text Mining Research

Applications of Clinical Text Mining

Networks and Shared Tasks in Clinical Text Mining

Conclusions and Outlook

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Effectiveness of vaccination can be estimated from post-vaccination data

Many countries have introduced HPV vaccination programs without establishing the baseline for HPV prevalence. Using prevalence of vaccine versus non-vaccine HPV types from a county where we had actual baseline data we made a reconstructed baseline. Methods were validated by computing the Bhattacharyya coefficient of divergence. Protective effectiveness where baseline data was missing could then be estimated using non-vaccine HPV type data to reconstruct the baseline.

 

Vaccine 1 May 2018  https://doi.org/10.1016/j.vaccine.2018.04.073

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Personalized screening of cervical cancer by differentiated time intervals

In order to prevent cervical cancer, all women in the country are called for tests every three years from the age of 23. Now research on register data shows that for many women it would be sufficient to go every nine years. Also research shows that it is possible to identify a high risk group that should come more often than today.

Read more here at the Swedish National Quality Registers web page.

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