Deep Learning-based Quantification of Abdominal Subcutaneous and Visceral Fat Volume on CT Images
Andrew T. Grainger, Arun Krishnaraj, Michael H. Quinones, Nicholas J. Tustison, Samantha Epstein, Daniela T. Fuller, Aakash Jha, Kevin L. Allman, Weibin Shi
Topics & Concepts
SegmentationMedicineArtificial intelligenceDeep learningNuclear medicineSørensen–Dice coefficientComputed tomographyArtificial neural networkSubcutaneous fatComputer scienceAbdominal fatPattern recognition (psychology)RadiologyImage segmentationAdipose tissueBody weightInternal medicineEndocrinologyCardiovascular Disease and AdiposityBody Composition Measurement TechniquesDiabetes, Cardiovascular Risks, and Lipoproteins