AI-based abdominal CT measurements of orthotopic and ectopic fat ...
2024年7月12日 · Fully automated AI tools quantifying abdominal adipose tissue (L3 level visceral [VAT] and subcutaneous [SAT] fat area, visceral-to-subcutaneous fat ratio [VSR], VAT …
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Development of a fully automatic deep learning system for L3
2021年11月4日 · The primary objective of this study was to develop a DLM to automatically select L3 slices on abdominal CT scans and then automatically segment areas of the abdominal …
Deep learning method for localization and segmentation of …
2020年10月1日 · The proposed algorithm includes an L3 axial slice localization network followed by a muscle-fat segmentation network. The localization network is a fully convolutional …
CT measurement of body composition at the level of the third …
CT measurement of body composition at the level of the third lumbar vertebra (L3). (a) represented the coronal image and the red and blue lines identified the level of L3 and median …
Clinical evaluation of automated segmentation for body …
2022年11月1日 · The present study showed clinical evaluation of an improved deep learning-based segmentation for truncal muscle, subcutaneous fat and visceral fat, on the L3 CT slice, …
Fully automated CT-based adiposity assessment: comparison of
2022年11月11日 · Utilizing predictive L1-level fat measures could expand opportunistic screening to chest CT imaging. The purpose of this study is to compare fully automated CT-based …
Development of Formulas for Calculating L3 Skeletal Muscle
2022年6月17日 · A linear regression analysis was adopted to establish the formula for calculating skeletal muscle index (SMI) and visceral fat area (VFA). In addition, the relweights function …
The quantification of body composition using computed …
The quantification of body composition using computed tomography (CT) scan at the level of third lumbar vertebra (L3). a, b Cross-sectional image at L3 level that measured the skeletal muscle …
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