Hemodialysis Patient Death Prediction Using Logistic Regression

International Journal of Online and Biomedical Engineering (iJOE), Journal Year: 2023, Volume and Issue: 19(09), P. 66 - 80

Published: July 7, 2023

Hemodialysis is a procedure for cleaning the blood from waste products of body’s metabolism. this one modality to treat end stage kidney disease. There are two main classifications disease, namely acute failure and chronic failure. Kidney occurs when damage severe enough or lasts long time so that disease generally final Dialysis performed on patients with failure, both This study aimed predict mortality risk hemodialysis patients. The Taiwanese center enrolled total 665 prediction based Logistic Regression. Compared K-Nearest Neighbor, linear discriminant, Tree, ensemble, Regression better. As related medical variables like parathyroid surgery, urea reduction ratio, etc., they play much smaller role in factors than diabetes cardiovascular

Language: Английский

Data Mining Application for the Spread of Endemic Butterfly Cenderawasih Bay using the K-Means Clustering Algorithm

International Journal of Online and Biomedical Engineering (iJOE), Journal Year: 2023, Volume and Issue: 19(09), P. 108 - 121

Published: July 7, 2023

The superfamily Papilionoidea day butterfly, which is endemic to the Cenderawasih Bay islands (Numfor, Supiori, Biak and Yapen), consists of 6 family species: Papilionidae, Hesperiidae, Pieridae, Riodinidae, Lycaenidae Nymphalidae families. This study aims analyze grouping butterflies Cendrawasih based on wings colours in 4 Clusters, namely Numfor, Yapen Islands, by applying function K-Means Clustering algorithm data mining method. selection was carried out 7 times with conclusion that Numfor had 13 types Endemic Butterfly species, Papuan Species, Supiori 9 11 Species. analysis results were then retested an application built using Waterfall system development method PHP MySQL programming languages. In addition for butterflies, created produces a butterfly distribution map displays information family.

Language: Английский

Development of Board Game Media on Air Theme for Children Aged 5-6 Years

International Journal of Interactive Mobile Technologies (iJIM), Journal Year: 2024, Volume and Issue: 18(08), P. 4 - 13

Published: April 23, 2024

Board games are educational tools consisting of a board with boxes drawn on it. In this game, there several rules that must be followed, which involve social interaction between children during playtime. This study aims to develop game the theme air support children’s growth and development as well enhance their knowledge related topic. Moreover, R&D employed 4D data analysis techniques for validation, practicality, effectiveness. The were collected through interviews expert validation product. has reached fourth stage, is dissemination. population consisted 65 aged 5–6 years at Aisyiyah Sicincin Kindergarten, Padang Pariaman Regency. Based results, it was found media effective in promoting terms cognitive, linguistic, motor skills.

Language: Английский