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Volumn 36, Issue 6, 2012, Pages 1421-1434

Automatic quantification of subcutaneous and visceral adipose tissue from whole-body magnetic resonance images suitable for large cohort studies

Author keywords

2 point Dixon sequence; automatic image segmentation; chronic diseases; subcutaneous adipose tissue; visceral adipose tissue; whole body magnetic resonance imaging

Indexed keywords

ADULT; ARTICLE; AUTOMATION; BODY REGIONS; BONE MARROW; CHRONIC DISEASE; FEMALE; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; IMAGE PROCESSING; INTRAABDOMINAL FAT; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; RISK ASSESSMENT; SAMPLE SIZE; SUBCUTANEOUS FAT; SYSTEMATIC ERROR; WHOLE BODY RADIATION;

EID: 84869437969     PISSN: 10531807     EISSN: 15222586     Source Type: Journal    
DOI: 10.1002/jmri.23775     Document Type: Article
Times cited : (72)

References (35)
  • 1
    • 0019943007 scopus 로고
    • Relation of body fat distribution to metabolic complications of obesity
    • Kissebah AH, Vydelingum N, Murray R, et al. Relation of body fat distribution to metabolic complications of obesity. J Clin Endocrinol Metab 1982; 54: 254-260.
    • (1982) J Clin Endocrinol Metab , vol.54 , pp. 254-260
    • Kissebah, A.H.1    Vydelingum, N.2    Murray, R.3
  • 2
    • 33845886915 scopus 로고    scopus 로고
    • Abdominal obesity and metabolic syndrome
    • Després JP, Lemieux I,. Abdominal obesity and metabolic syndrome. Nature 2006; 444: 883-887.
    • (2006) Nature , vol.444 , pp. 883-887
    • Després, J.P.1    Lemieux, I.2
  • 3
    • 37349128570 scopus 로고    scopus 로고
    • Body fat distribution and risk of coronary heart disease in men and women in the European Prospective Investigation into Cancer and Nutrition in Norfolk cohort: A population-based prospective study
    • Canoy D, Boekholdt SM, Wareham N, et al. Body fat distribution and risk of coronary heart disease in men and women in the European Prospective Investigation Into Cancer and Nutrition in Norfolk cohort: a population-based prospective study. Circulation 2007; 116: 2933-2943.
    • (2007) Circulation , vol.116 , pp. 2933-2943
    • Canoy, D.1    Boekholdt, S.M.2    Wareham, N.3
  • 5
    • 0038621336 scopus 로고    scopus 로고
    • Waist circumference, waist-to-hip ratio and body mass index as predictors of adipose tissue compartments in men
    • Chan DC, Watts GF, Barrett PHR, Burke V,. Waist circumference, waist-to-hip ratio and body mass index as predictors of adipose tissue compartments in men. Oxford J Med 2003; 96: 441-447.
    • (2003) Oxford J Med , vol.96 , pp. 441-447
    • Chan, D.C.1    Watts, G.F.2    Barrett, P.H.R.3    Burke, V.4
  • 6
    • 48449086579 scopus 로고    scopus 로고
    • Visceral adiposity, not abdominal subcutaneous fat area, is associated with an increase in future insulin resistance in Japanese Americans
    • Hayashi T, Boyko EJ, McNeely MJ, Leonetti DL, Kahn SE, Fujimoto WY,. Visceral adiposity, not abdominal subcutaneous fat area, is associated with an increase in future insulin resistance in Japanese Americans. Diabetes 2008; 57: 1269-1275.
    • (2008) Diabetes , vol.57 , pp. 1269-1275
    • Hayashi, T.1    Boyko, E.J.2    McNeely, M.J.3    Leonetti, D.L.4    Kahn, S.E.5    Fujimoto, W.Y.6
  • 7
    • 0142209266 scopus 로고    scopus 로고
    • Advances in the application of imaging methods in applied and clinical physiology
    • Ross R,. Advances in the application of imaging methods in applied and clinical physiology. Acta Diabetol 2003; 40 (Suppl 1): 45-50.
    • (2003) Acta Diabetol , vol.40 , Issue.SUPPL. 1 , pp. 45-50
    • Ross, R.1
  • 8
    • 4344632286 scopus 로고    scopus 로고
    • Visceral adipose tissue: Relations between single-slice areas and total volume
    • Shen W, Punyanitya M, Wang Z, et al. Visceral adipose tissue: relations between single-slice areas and total volume. Am J Roentgenol 2004; 80: 271-278.
    • (2004) Am J Roentgenol , vol.80 , pp. 271-278
    • Shen, W.1    Punyanitya, M.2    Wang, Z.3
  • 9
    • 38149005389 scopus 로고    scopus 로고
    • Quantitative comparison and evaluation of software packages for assessment of abdominal adipose tissue distribution by magnetic resonance imaging
    • Bonekamp S, Ghosh P, Crawford S, et al. Quantitative comparison and evaluation of software packages for assessment of abdominal adipose tissue distribution by magnetic resonance imaging. Int J Obes 2008; 32: 100-111.
    • (2008) Int J Obes , vol.32 , pp. 100-111
    • Bonekamp, S.1    Ghosh, P.2    Crawford, S.3
  • 10
    • 33646201989 scopus 로고    scopus 로고
    • Accurate quantification of visceral adipose tissue (VAT) using water-saturation MRI and computer segmentation: Preliminary results
    • Armao D, Guyon JP, Firat Z, Brown MA, Semelka RC,. Accurate quantification of visceral adipose tissue (VAT) using water-saturation MRI and computer segmentation: preliminary results. J Magn Reson Imaging 2006; 23: 736-741.
    • (2006) J Magn Reson Imaging , vol.23 , pp. 736-741
    • Armao, D.1    Guyon, J.P.2    Firat, Z.3    Brown, M.A.4    Semelka, R.C.5
  • 11
    • 36448965218 scopus 로고    scopus 로고
    • Automated and reproducible segmentation of visceral and subcutaneous adipose tissue from abdominal MRI
    • Kullberg J, Ahlstroem H, Johansson L, Frimmel H,. Automated and reproducible segmentation of visceral and subcutaneous adipose tissue from abdominal MRI. Int J Obes 2007; 31: 1806-1817.
    • (2007) Int J Obes , vol.31 , pp. 1806-1817
    • Kullberg, J.1    Ahlstroem, H.2    Johansson, L.3    Frimmel, H.4
  • 13
    • 33748705369 scopus 로고    scopus 로고
    • Semi-automated segmentation and quantification of adipose tissue in calf and thigh by MRI: A preliminary study in patients with monogenic metabolic syndrome
    • Al-Attar SA, Pollex RL, Robinson JF, et al. Semi-automated segmentation and quantification of adipose tissue in calf and thigh by MRI: a preliminary study in patients with monogenic metabolic syndrome. BMC Med Imaging 2006; 6: 1-8.
    • (2006) BMC Med Imaging , vol.6 , pp. 1-8
    • Al-Attar, S.A.1    Pollex, R.L.2    Robinson, J.F.3
  • 14
    • 0036148672 scopus 로고    scopus 로고
    • Automatic MRI adipose tissue mapping using overlapping mosaics
    • Yang GZ, Myerson S, Chabat F, Pennell DJ, Firmin DN,. Automatic MRI adipose tissue mapping using overlapping mosaics. MAGMA 2002; 14: 39-44.
    • (2002) MAGMA , vol.14 , pp. 39-44
    • Yang, G.Z.1    Myerson, S.2    Chabat, F.3    Pennell, D.J.4    Firmin, D.N.5
  • 15
    • 84875071444 scopus 로고    scopus 로고
    • Segmentation of fascias, fat and muscle from magnetic resonance images in humans: The DISPIMAG software
    • Mattei JP, Fur YL, Cuge N, Guis S, Cozzone PJ, Bendahan D,. Segmentation of fascias, fat and muscle from magnetic resonance images in humans: the DISPIMAG software. Magn Reson Mater Phy 2006; 19: 275-279.
    • (2006) Magn Reson Mater Phy , vol.19 , pp. 275-279
    • Mattei, J.P.1    Fur, Y.L.2    Cuge, N.3    Guis, S.4    Cozzone, P.J.5    Bendahan, D.6
  • 16
    • 33846892973 scopus 로고    scopus 로고
    • Approximation of total visceral adipose tissue with a single magnetic resonance image
    • Demerath EW, Shen W, Lee M, et al. Approximation of total visceral adipose tissue with a single magnetic resonance image. Am J Clin Nutr 2007; 85: 362-368.
    • (2007) Am J Clin Nutr , vol.85 , pp. 362-368
    • Demerath, E.W.1    Shen, W.2    Lee, M.3
  • 17
    • 78650677696 scopus 로고    scopus 로고
    • Quantitative analysis of adipose tissue in single transverse slices for estimation of volumes of relevant fat tissue compartments: A study in a large cohort of subjects at risk for type 2 diabetes by MRI with comparison to anthropometric data
    • Schwenzer NF, Machann J, Schraml C, et al. Quantitative analysis of adipose tissue in single transverse slices for estimation of volumes of relevant fat tissue compartments: a study in a large cohort of subjects at risk for type 2 diabetes by MRI with comparison to anthropometric data. Invest Radiol 2010; 45: 788-794.
    • (2010) Invest Radiol , vol.45 , pp. 788-794
    • Schwenzer, N.F.1    MacHann, J.2    Schraml, C.3
  • 19
    • 25644436426 scopus 로고    scopus 로고
    • Rapid automated measurement of body fat distribution from whole-body MRI
    • Brennan DD, Whelan PF, Robinson K, et al. Rapid automated measurement of body fat distribution from whole-body MRI. Am J Roentgenol 2005; 185: 418-423.
    • (2005) Am J Roentgenol , vol.185 , pp. 418-423
    • Brennan, D.D.1    Whelan, P.F.2    Robinson, K.3
  • 20
    • 15944404922 scopus 로고    scopus 로고
    • Standardized assessment of whole body adipose tissue topography by MRI
    • Machann J, Thamer C, Schnoedt B, et al. Standardized assessment of whole body adipose tissue topography by MRI. J Magn Reson Imaging 2005; 21: 455-462.
    • (2005) J Magn Reson Imaging , vol.21 , pp. 455-462
    • MacHann, J.1    Thamer, C.2    Schnoedt, B.3
  • 21
    • 77958546383 scopus 로고    scopus 로고
    • Follow-up whole-body assessment of adipose tissue compartments during a lifestyle intervention in a large cohort at increased risk for type 2 diabetes
    • Machann J, Thamer C, Stefan N, et al. Follow-up whole-body assessment of adipose tissue compartments during a lifestyle intervention in a large cohort at increased risk for type 2 diabetes. Radiology 2010; 257: 353-363.
    • (2010) Radiology , vol.257 , pp. 353-363
    • MacHann, J.1    Thamer, C.2    Stefan, N.3
  • 23
    • 67650091405 scopus 로고    scopus 로고
    • Automated assessment of whole-body adipose tissue depots from continuously moving bed MRI: A feasibility study
    • Kullberg J, Johansson L, Ahlström H, et al. Automated assessment of whole-body adipose tissue depots from continuously moving bed MRI: a feasibility study. J Magn Reson Imaging 2009; 30: 185-193.
    • (2009) J Magn Reson Imaging , vol.30 , pp. 185-193
    • Kullberg, J.1    Johansson, L.2    Ahlström, H.3
  • 24
    • 75749152617 scopus 로고    scopus 로고
    • Topography mapping of whole body adipose tissue using a fully automated and standardized procedure
    • Würslin C, Machann J, Rempp H, Claussen C, Yang B, Schick F,. Topography mapping of whole body adipose tissue using a fully automated and standardized procedure. J Magn Reson Imaging 2010; 31: 430-439.
    • (2010) J Magn Reson Imaging , vol.31 , pp. 430-439
    • Würslin, C.1    MacHann, J.2    Rempp, H.3    Claussen, C.4    Yang, B.5    Schick, F.6
  • 26
    • 0018306059 scopus 로고
    • A threshold selection method from grey level histograms
    • Otsu N,. A threshold selection method from grey level histograms. IEEE Trans Syst Man Cybernet 1979; 9: 62-66.
    • (1979) IEEE Trans Syst Man Cybernet , vol.9 , pp. 62-66
    • Otsu, N.1
  • 27
    • 0028068852 scopus 로고
    • Phase unwrapping in the three-point Dixon method for fat suppression MR imaging
    • Szumowski J, Coshow WR, Li F, Quinn SF,. Phase unwrapping in the three-point Dixon method for fat suppression MR imaging. Radiology 1994; 192: 555-561.
    • (1994) Radiology , vol.192 , pp. 555-561
    • Szumowski, J.1    Coshow, W.R.2    Li, F.3    Quinn, S.F.4
  • 28
    • 33751239446 scopus 로고    scopus 로고
    • Automatic arm removal in PET and CT images for deformable registration
    • Gong L, Pathak S, Alessio A, Kinahan P,. Automatic arm removal in PET and CT images for deformable registration. Comput Med Imaging Graphics 2006; 30: 469-477.
    • (2006) Comput Med Imaging Graphics , vol.30 , pp. 469-477
    • Gong, L.1    Pathak, S.2    Alessio, A.3    Kinahan, P.4
  • 30
    • 22544448865 scopus 로고    scopus 로고
    • The medical imaging interaction toolkit
    • Wolf I, Vetter M, Wegner I, et al. The medical imaging interaction toolkit. Med Image Anal 2005; 9: 594-604.
    • (2005) Med Image Anal , vol.9 , pp. 594-604
    • Wolf, I.1    Vetter, M.2    Wegner, I.3
  • 31
    • 34249309633 scopus 로고    scopus 로고
    • Automatic generation of 3D statistical shape models with optimal landmark distributions
    • Heimann T, Wolf I, Meinzer HP,. Automatic generation of 3D statistical shape models with optimal landmark distributions. Method Inform Med 2007; 46: 275-281.
    • (2007) Method Inform Med , vol.46 , pp. 275-281
    • Heimann, T.1    Wolf, I.2    Meinzer, H.P.3
  • 32
    • 34548381749 scopus 로고    scopus 로고
    • A shape-guided deformable model with evolutionary algorithm initialization for 3D soft tissue segmentation
    • Heimann T, Münzing S, Meinzer HP, Wolf I,. A shape-guided deformable model with evolutionary algorithm initialization for 3D soft tissue segmentation. Inform Proc Med Imaging 2007; 4584: 1-12.
    • (2007) Inform Proc Med Imaging , vol.4584 , pp. 1-12
    • Heimann, T.1    Münzing, S.2    Meinzer, H.P.3    Wolf, I.4
  • 33
    • 16644401094 scopus 로고    scopus 로고
    • Bone marrow fat and bone mineral density on proton MR spectroscopy and dual-energy X-ray absorptiometry: Their ratio as a new indicator of bone weakening
    • Schellinger D, Lin CS, Lim J, Hatipoglu HG, Pezzullo JC, Singer AJ,. Bone marrow fat and bone mineral density on proton MR spectroscopy and dual-energy X-ray absorptiometry: their ratio as a new indicator of bone weakening. AJR Am J Roentgenol 2004; 183: 1761-1765.
    • (2004) AJR Am J Roentgenol , vol.183 , pp. 1761-1765
    • Schellinger, D.1    Lin, C.S.2    Lim, J.3    Hatipoglu, H.G.4    Pezzullo, J.C.5    Singer, A.J.6
  • 34
    • 68249121543 scopus 로고    scopus 로고
    • Comparison and evaluation of methods for liver segmentation from CT datasets
    • Heimann T, Ginneken Bv, Styner MA, et al. Comparison and evaluation of methods for liver segmentation from CT datasets. IEEE Trans Med Imaging 2009; 28: 1251-1265.
    • (2009) IEEE Trans Med Imaging , vol.28 , pp. 1251-1265
    • Heimann, T.1    Ginneken, B.2    Styner, M.A.3
  • 35
    • 84908219488 scopus 로고
    • Statistical methods for assessing agreement between two methods of clinical measurement
    • Bland JM, Altman DG,. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986; 1: 307-310.
    • (1986) Lancet , vol.1 , pp. 307-310
    • Bland, J.M.1    Altman, D.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.