Body mass index (BMI) plays a vital role in determining the health of middle-aged people,
and a high BMI is associated with various chronic diseases. This study aims to identify …

Health information technology is one of today's fastest-growing and most powerful
technologies. This technology is used predominantly for predicting illness and obtaining …

This study aims to establish a biological age (BA) predictor and to investigate the roles of
lifestyles on biological aging. The 14,848 participants with the available information of …

Smartwatches have the potential to support health care in everyday life by supporting self-
monitoring of health conditions and personal activities. This paper aims to develop a model …

Obesity has become a widespread health problem worldwide. The body mass index (BMI) is
a simple and reliable index based on weight and height that is commonly used to identify …

Osteopenia and sarcopenia can cause various senile diseases and are key factors related
to the quality of life in old age. There is need for portable tools and methods that can analyze …

Background Regular physical activity (PA) contributes to the primary and secondary
prevention of several chronic diseases and reduces the risk of premature death. Physical …

Machine Learning is a powerful tool to discover hidden information and relationships in
various data-driven research fields. Obesity is an extremely complex topic, involving …

This study looked at novel data sources for cardiovascular risk prediction including detailed
lifestyle questionnaire and continuous blood pressure monitoring, using ensemble machine …

IT based healthcare industry is succeeding in leaps and bounds. Nowadays, the massive
volume and variety of healthcare data is available. Numbers of procedures have been …