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David Gutierrez's Projects

cursoruby icon cursoruby

Proyecto de curso ruby para Administracion del Conocimiento

heartratepatterns icon heartratepatterns

This work focuses on predictive mortality analysis, through the identification of patterns in heart beats of patients in the intensive care unit (ICU). As a data source, MIMIC III is used, where the patient information is found in the ICU, these data are transformed into graphs, later the possible patterns of beats are located between all the patients, through the frequent graph mining, reduce these patterns using Non-Negative Matrix Factorization (MFN) and group the patients by their characteristics. In the end, using logistic regression identifies the probability that each of these groups of patients have to die.

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

qrs_detector icon qrs_detector

Python Online and Offline ECG QRS Detector based on the Pan-Tomkins algorithm

tripod icon tripod

ActiveModel-style Ruby ORM for RDF Linked Data. Works with SPARQL 1.1 HTTP endpoints. This version supports localized fields, ignore_graph parameter for links, virtuoso and openRDF's sesame endpoints.

tut-bookmarks icon tut-bookmarks

Building REST services with Spring :: Learn how to easily build, test, and secure RESTful services with Spring

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