Utilization of Mid-Thigh Magnetic Resonance Imaging to Predict Lean Body Mass and Knee Extensor Strength in Obese Adults

• Glavni autori: Stephan G. Bodkin (Autor), Andrew C. Smith (Autor), Bryan C. Bergman (Autor), Donglai Huo (Autor), Kenneth A. Weber (Autor), Simona Zarini (Autor), Darcy Kahn (Autor), Amanda Garfield (Autor), Emily Macias (Autor), Michael O. Harris-Love (Autor)
• Format: Knjiga
• Izdano: Frontiers Media S.A., 2022-03-01T00:00:00Z.
• Teme: article
• Online pristup: Connect to this object online.

PurposeTo train and test a machine learning model to automatically measure mid-thigh muscle cross-sectional area (CSA) to provide rapid estimation of appendicular lean mass (ALM) and predict knee extensor torque of obese adults.MethodsObese adults [body mass index (BMI) = 30-40 kg/m2, age = 30-50 ye...