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Automated Assessment of Sarcopenia with Hounsfield Unit Average Calculation in Computed Tomography Scans Using Deep Learning Techniques

Introduction Skeletal muscle is increasingly plastic with an ability to gain or lose tissue. Depletion of muscle mass and quality occurs due to various factors such as aging, disease, and disuse. Sarcopenia can be loosely defined as a significant loss of muscle mass and function. Sarcopen...

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Principais autores: Vinayak Rengan, Pravin Meenashi Sundaram, Eham Arora, Rengan Ravanasamudram Sitaraman, Praveen Sekaran, Rohit Kalla, Ashvind Bawa, Naveen Alexander, Rochita V. Ramanan
Formato: Artigo
Idioma:Inglês
Publicado em: Thieme Medical and Scientific Publishers Pvt. Ltd. 2025-01-01
coleção:Journal of Gastrointestinal and Abdominal Radiology
Assuntos:
deep learning
HUAC
muscle quality
sarcopenia
Acesso em linha:http://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1795111
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