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.
Authors
- B.R Srikrishna
- Neha Reddy (ORCID: https://orcid.org/0000-0001-8938-540X)
- Priya Badrinath
- T S Pranjal
- Srijan Badhya
Institutions
- PES University (IN)
Publication Details
- Published
- 2025-02-06
- DOI
- https://doi.org/10.1109/aide64228.2025.10987496
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00