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http://hdl.handle.net/10609/64905
Title: | Análisis de datos clínicos en una Unidad de Cuidados Intensivos. Desarrollo de una metodología, procesos ETL y evaluación de modelos predictivos. |
Author: | Reviriego Hernández, Rafael |
Director: | Riaño Ramos, David |
Tutor: | Rodriguez Velazquez, Juan Alberto |
Others: | Universitat Oberta de Catalunya |
Abstract: | In this study, an analysis of the data from critical patients was carried out in order to study the influence of glucose variability, comorbidities and other clinical and demographic variables, in short-term mortality. A methodology has been defined, based on standards, with iterative phases, and an evaluation of advanced analysis tools and predictive models have been performed. |
Keywords: | healthcare IT MIMIC machine learning |
Document type: | info:eu-repo/semantics/masterThesis |
Issue Date: | Jun-2017 |
Publication license: | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
Appears in Collections: | Bachelor thesis, research projects, etc. |
Files in This Item:
File | Description | Size | Format | |
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rreviriegoTFM0617memoria.pdf | Memoria del TFM | 4,45 MB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo1.pdf | ANEXO 1 - TABLAS Y VISTAS MIMIC-III | 183,68 kB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo2.pdf | ANEXO 2 - PROCESO ETL | 5,41 MB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo3.pdf | ANEXO 3 - DETALLE BBDD MIMICSEL | 524,99 kB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo4.pdf | ANEXO 4 - CONJUNTO DE DATOS Y SELECCIÓN DE VARIABLES | 191,06 kB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo5.pdf | ANEXO 5 - INSTALACIÓN PENTAHO PDI ¿ MIMIC-III | 1,66 MB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo6.pdf | ANEXO 6 - CRITERIOS OBTENCIÓN VARIABLES MIMIC-III | 518,91 kB | Adobe PDF | View/Open |
rreviriegoTFM0617anexo7.pdf | ANEXO 7 - SCRIPTS Y CÓDIGO | 355,61 kB | Adobe PDF | View/Open |
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