Key result
The web-based Health Score system analyzes patient body mass index, lifestyle, and health records using predictive techniques to calculate overall health levels and classify health conditions.
Why the study?
Individuals often fail to determine their health condition until they are ill due to changing lifestyles and health-related threats.
Describes a conceptual web-based health score system that analyzes body mass index, lifestyle, and health records to calculate overall health level and classify users using predictive techniques.
Enables early patient self-awareness of health decline; leaves open impact on CV prevention pending rigorous validation trials.
Remaining healthy becomes increasingly difficult for people due to the changing lifestyle and health- related threats they face. Mostly, all these individuals fail to determine their health condition until they are ill. Health Score is an online solution that analyses a patient's body mass index, lifestyle, and health records to calculate their overall health level. Information will be gathered from users through the framework\\\'s easy-to-use interface and later processed using the defined health scoring logic. The initial phase involves analyzing the data, followed by normalization to determine the user\\\'s first score. The second phase will involve the use of predictive techniques to classify the users according to their health conditions.
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Avinash et al. (2026) studied this question. The web-based Health Score system analyzes patient body mass index, lifestyle, and health records using predictive techniques to calculate overall health levels and classify health conditions.
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