Deep learning for automated segmentation of pelvic muscles, fat, and bone from CT studies for body composition assessment

被引:0
作者
Robert Hemke
Colleen G. Buckless
Andrew Tsao
Benjamin Wang
Martin Torriani
机构
[1] Harvard Medical School,Division of Musculoskeletal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital
[2] Amsterdam University Medical Centers,Department of Radiology and Nuclear Medicine
[3] Academic Medical Center,undefined
[4] Amsterdam Movement Sciences,undefined
来源
Skeletal Radiology | 2020年 / 49卷
关键词
Deep learning; Muscle; Pelvis; Segmentation; Computed tomography; Body composition;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:387 / 395
页数:8
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[1]  
Grimaldi A(2009)The association between degenerative hip joint pathology and size of the gluteus medius, gluteus minimus and piriformis muscles Man Ther 14 605-610
[2]  
Richardson C(2014)Comparing clinical data and muscle imaging of DYSF and ANO5-related muscular dystrophies Neuromuscul Disord 24 1097-1102
[3]  
Stanton W(2008)Lateral hip pain: findings from magnetic resonance imaging and clinical examination J Orthop Sports Phys Ther 38 313-328
[4]  
Durbridge G(2005)Abductor tendons and muscles assessed at MR imaging after total hip arthroplasty in asymptomatic and symptomatic patients Radiology 235 969-976
[5]  
Donnelly W(2011)Atrophy of the lower limbs in elderly women: is it related to walking ability? Eur J Appl Physiol 111 989-995
[6]  
Hides J(2015)Fatty degeneration of gluteus minimus muscle as a predictor of falls Arch Gerontol Geriatr 60 59-61
[7]  
ten Dam L(2010)Skeletal muscle fat infiltration: impact of age, inactivity, and exercise J Nutr Health Aging 14 362-366
[8]  
van der Kooi AJ(2005)Muscle mass, muscle strength, and muscle fat infiltration as predictors of incident mobility limitations in well-functioning older persons J Gerontol A Biol Sci Med Sci 60 324-333
[9]  
Rövekamp F(2015)The role of sarcopenia in the risk of osteoporotic hip fracture Clin Rheumatol 34 1673-1680
[10]  
Linssen WHJP(2018)Effect of sarcopenia on clinical and surgical outcome in elderly patients with proximal femur fractures Skelet Radiol 47 771-777