Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension

Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension

Early diseases prediction plays an important role for improving healthcare quality and can help individuals avoid dangerous health situations before it is too late. This paper proposes a disease prediction model (DPM) to provide an early prediction for type 2 diabetes and hypertension based on indiv...

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Bibliographic Details
Main Authors: Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Diabetes
disease prediction
ensemble learning
hypertension
imbalanced data
outlier data
Online Access:https://ieeexplore.ieee.org/document/8854986/

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