TY - JOUR
T1 - Data Integration for the Evaluation of Cancer Evolution in Mexico through Data Visualization
AU - Pichardo-Lagunas, Obdulia
AU - Martinez-Seis, Bella
AU - Basurto-Carrillo, Fernando de Jesus
AU - Fernández-Flores, David
N1 - Publisher Copyright:
© 2022 Instituto Politecnico Nacional. All rights reserved.
PY - 2022
Y1 - 2022
N2 - Cancer is the third cause of death in Mexico, one of the chronic degenerative diseases that has grown the most throughout the territory. This document describes a system that allows collecting, integrating, and deploying a unified data repository on cancerology in Mexico. Data were obtained from public access sources generated by units specialized in cancer treatment and follow-up. We use data mining techniques for the integration of the data repository. The application developed allows the analysis of the cancer panorama in Mexico. The project involves cleaning processes, integration, selection, and transformation of data in a pre-processing stage, for further analysis and presentation through a graphical interface. The primary objective is to visualize the general behavior and evolution of cancer in Mexico in recent years using data science techniques.
AB - Cancer is the third cause of death in Mexico, one of the chronic degenerative diseases that has grown the most throughout the territory. This document describes a system that allows collecting, integrating, and deploying a unified data repository on cancerology in Mexico. Data were obtained from public access sources generated by units specialized in cancer treatment and follow-up. We use data mining techniques for the integration of the data repository. The application developed allows the analysis of the cancer panorama in Mexico. The project involves cleaning processes, integration, selection, and transformation of data in a pre-processing stage, for further analysis and presentation through a graphical interface. The primary objective is to visualize the general behavior and evolution of cancer in Mexico in recent years using data science techniques.
KW - Data science
KW - cancer
KW - data repository
KW - transformation of data
UR - http://www.scopus.com/inward/record.url?scp=85147030067&partnerID=8YFLogxK
U2 - 10.13053/CyS-26-4-4425
DO - 10.13053/CyS-26-4-4425
M3 - Artículo
AN - SCOPUS:85147030067
SN - 1405-5546
VL - 26
SP - 1557
EP - 1567
JO - Computacion y Sistemas
JF - Computacion y Sistemas
IS - 4
ER -