Local MRI-based measures of thigh adipose tissue derived from fully automated deep convolutional neural network-based segmentation show a comparable responsiveness to bidirectional change in body weight as from quality controlled manual segmentation-Reference-Cited by-同舟云学术

Local MRI-based measures of thigh adipose tissue derived from fully automated deep convolutional neural network-based segmentation show a comparable responsiveness to bidirectional change in body weight as from quality controlled manual segmentation

Published:2022-02 Issue: Volume:240 Page:151866
ISSN:0940-9602
Container-title:Annals of Anatomy - Anatomischer Anzeiger
language:en
Short-container-title:Annals of Anatomy - Anatomischer Anzeiger

Author:

Kemnitz Jana,Steidle-Kloc Eva,Wirth Wolfgang,Fuerst David,Wisser Anna,Eder Sebastian K.,Eckstein Felix

Funder

National Institutes of Health

Publisher

Elsevier BV

Subject

Developmental Biology,General Medicine,Anatomy

Reference32 articles.

1. Automatic segmentation of muscle tissue and inter-muscular fat in thigh and calf MRI images;Amer;Comput. Vis. Pattern Recognit.,2019

2. Longitudinal changes in intermuscular fat volume and quadriceps muscle volume in the thighs of women with knee osteoarthritis;Beattie;Arthritis Care Res.,2012

3. Advanced body composition assessment: from body mass index to body composition profiling;Borga;J. Investig. Med.,2018

4. Systemic and local adipose tissue in knee osteoarthritis;Chang;Osteoarthr. Cartil.,2018

5. Longitudinal sensitivity to change of MRI-based muscle cross-sectional area versus isometric strength analysis in osteoarthritic knees with and without structural progression: pilot data from the osteoarthritis Initiative;Dannhauer;Magn. Reson. Mater. Phys.,2014

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Thighs Lift in the Post Bariatric Patient – A Systematic Review;Journal of Plastic, Reconstructive & Aesthetic Surgery;2024-09

2. Evaluation of automated detection of head position on lateral cephalometric radiographs based on deep learning techniques;Annals of Anatomy - Anatomischer Anzeiger;2023-10

3. Generalizability of Deep Learning Segmentation Algorithms for Automated Assessment of Cartilage Morphology and MRI Relaxometry;Journal of Magnetic Resonance Imaging;2022-07-19

4. Intermuscular adipose tissue in Type 2 diabetes mellitus: Non-invasive quantitative imaging and clinical implications;Diabetes Research and Clinical Practice;2022-05