Defining Obesity: Beyond the Body Mass Index. Obesity is generally defined by an excess of body fat and is most often estimated by the ratio of weight over height, the most commonly used anthropometric index being the body mass index (BMI) expressed in kilograms per meter squared. 9 Many prospective studies have reported a J-shaped curve between the BMI and mortality/morbidity. 10,11 On the ....