Browsing Articles by Author "Ignatious, Eva"

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A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction

Antony, Linta; Azam, Sami; Ignatious, Eva; Quadir, Ryana; Beeravolu, Abhijith Reddy; Jonkman, Mirjam; De Boer, Friso (Scopus, 2021)

The incidence, prevalence, and progression of chronic kidney disease (CKD) conditions have evolved over time, especially in countries that have varied social determinants of health. In most countries, diabetics and ...
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms with Relief and LASSO Feature Selection Techniques

Ghosh, Pronab; Azam, Sami; Jonkman, Mirjam; Karim, Asif; Shamrat, F. M. Javed Mehedi; Ignatious, Eva; Shultana, Shahana (IEEE, 2021-01-22)

Cardiovascular diseases (CVD) are among the most common serious illnesses affecting human health. CVDs may be prevented or mitigated by early diagnosis, and this may reduce mortality rates. Identifying risk factors using ...

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