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Title:
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Automatically extracting relations between clinical findingand treatment from clinical texts;
Automatic extraction of medical relations between anatomical entities and clinical signs
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Author:
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Dou, Yunxuan
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Ciències de la Computació; Rodríguez Hontoria, Horacio |
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Abstract:
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Automatically extracted the relations between the clinical findings and treatments in EMRs. It is a process of detecting and classifying the semantic relation between entities in medical texts. We built a supervised SVM classifier with implementing the task-orientated feature pruning. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica
-Biomedical engineering
-Databases
-NLP
-relation extraction
-classification
-medical
-biomedical
-SVM
-information extraction
-Enginyeria biomèdica
-Bases de dades |
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Rights:
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Document type:
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Research/Master Thesis |
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Published by:
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Universitat Politècnica de Catalunya
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