Healthy Life Expectancy (HALE) Analysis and Prediction using Machine Learning

Life expectancy serves as a major shift for policymakers and the healthcare sectors by enhancing the major need for humans in the society. In the last century life expectancy of countries has been measured more accurately than ever before due to better survey methods. These results have been statistically analyzed, and with methods including machine learning, trends have been analyzed to see what affects mortality and where human longevity is headed. We compare machine learning models to compare Healthy Life Expectancy, also known as HALE, across countries, and observe its relationship with socio-demographic factors.

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Published
2025-02-06
DOI
https://doi.org/10.1109/aide64228.2025.10987496
Primary Topic
Artificial Intelligence in Healthcare
Type
article
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Healthy Life Expectancy (HALE) Analysis and Prediction using Machine Learning

B.R Srikrishna, Neha Reddy, Priya Badrinath, T S Pranjal et al.
Artificial Intelligence in Healthcare
article

Healthy Life Expectancy (HALE) Analysis and Prediction using Machine Learning

B.R Srikrishna, Neha Reddy, Priya Badrinath, T S Pranjal, Srijan Badhya
article en

Abstract

Life expectancy serves as a major shift for policymakers and the healthcare sectors by enhancing the major need for humans in the society. In the last century life expectancy of countries has been measured more accurately than ever before due to better survey methods. These results have been statistically analyzed, and with methods including machine learning, trends have been analyzed to see what affects mortality and where human longevity is headed. We compare machine learning models to compare Healthy Life Expectancy, also known as HALE, across countries, and observe its relationship with socio-demographic factors.

PES University (IN)
Zero hunger
Openalex Percentile: Top 88%
Artificial Intelligence in Healthcare
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