Seeing beyond BMI: Estimating cardiometabolic risk with smartphone imagery

Google Research has introduced PhotoScan, a deep learning framework that estimates body fat percentage, Android-to-Gynoid fat ratio, and visceral-to-subcutaneous fat ratio from standard 2D smartphone photos to predict insulin resistance.