Automatic training data labeling for Finnish clinical narrative NLP tasks

Automatic training data labeling for Finnish clinical narrative NLP tasks

Bibliographic Details
Main Author: Ihalainen, Simo
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä, Tietotekniikka, Mathematical Information Technology, 602
Format: Master's thesis
Language:eng
Published: 2022
Subjects:
natural language processing
clinical narratives
text analytics
medical risk factors
weak supervision
automatic training data labeling
sairauskertomukset
koneoppiminen
tiedonlouhinta
luonnollinen kieli
NLP
case records (patient documents)
machine learning
data mining
natural language
Online Access: https://jyx.jyu.fi/handle/123456789/79242
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author Ihalainen, Simo
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Tietotekniikka Mathematical Information Technology 602
author_facet Ihalainen, Simo Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Tietotekniikka Mathematical Information Technology 602 Ihalainen, Simo
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spellingShingle Ihalainen, Simo Automatic training data labeling for Finnish clinical narrative NLP tasks natural language processing clinical narratives text analytics medical risk factors weak supervision automatic training data labeling sairauskertomukset koneoppiminen tiedonlouhinta luonnollinen kieli NLP case records (patient documents) machine learning data mining natural language
subject_txtF Tietotekniikka
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title Automatic training data labeling for Finnish clinical narrative NLP tasks
title_full Automatic training data labeling for Finnish clinical narrative NLP tasks
title_fullStr Automatic training data labeling for Finnish clinical narrative NLP tasks Automatic training data labeling for Finnish clinical narrative NLP tasks
title_full_unstemmed Automatic training data labeling for Finnish clinical narrative NLP tasks Automatic training data labeling for Finnish clinical narrative NLP tasks
title_short Automatic training data labeling for Finnish clinical narrative NLP tasks
title_sort automatic training data labeling for finnish clinical narrative nlp tasks
title_txtP Automatic training data labeling for Finnish clinical narrative NLP tasks
topic natural language processing clinical narratives text analytics medical risk factors weak supervision automatic training data labeling sairauskertomukset koneoppiminen tiedonlouhinta luonnollinen kieli NLP case records (patient documents) machine learning data mining natural language
topic_facet NLP automatic training data labeling case records (patient documents) clinical narratives data mining koneoppiminen luonnollinen kieli machine learning medical risk factors natural language natural language processing sairauskertomukset text analytics tiedonlouhinta weak supervision
url https://jyx.jyu.fi/handle/123456789/79242 http://www.urn.fi/URN:NBN:fi:jyu-202201071021
work_keys_str_mv AT ihalainensimo automatictrainingdatalabelingforfinnishclinicalnarrativenlptasks

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