Obesity increases the risk of numerous chronic diseases,and differentiating metabolically healthy or unhealthy obesity is crucial for understanding the complexity of obesity.With the application of various imaging techniques and artificial intelligence(AI),analysis of body composition became more precise.The progresses in imaging accurate evaluation on body composition characteristics for different obesity metabolic phenotype were reviewed in this article.

Obesity increases the risk of numerous chronic diseases,and differentiating metabolically healthy or unhealthy obesity is crucial for understanding the complexity of obesity.With the application of various imaging techniques and artificial intelligence(AI),analysis of body composition became more precise.The progresses in imaging accurate evaluation on body composition characteristics for different obesity metabolic phenotype were reviewed in this article.