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    Retrospective Validation of a Computer-Assisted Quantification Model of Intracerebral Hemorrhage Volume on Accuracy, Precision, and Acquisition Time, Compared with Standard ABC/2 Manual Volume Calculation | American Journal of Neuroradiology  
    



















    































    
  
  




    
    

  

      


    

      

  
  
  

    

  

    

  

                
    

      

  

    

  
      
  
  

    


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Research ArticleADULT BRAIN

  
      

  
      
Retrospective Validation of a Computer-Assisted Quantification Model of Intracerebral Hemorrhage Volume on Accuracy, Precision, and Acquisition Time, Compared with Standard ABC/2 Manual Volume Calculation
  
    	
W. Xue, S. Vegunta, C.M. Zwart, M.I. Aguilar, A.C. Patel, J.M. Hoxworth, B.M. Demaerschalk and J.R. Mitchell

  
    	
American Journal of Neuroradiology August 2017,  38 (8) 1536-1542; DOI: https://doi.org/10.3174/ajnr.A5256 

  
  
  



  


  
  



			

		

	
	
 	
	  
  

		
		

			

			  

  
      
  
  

    
  


  
  



  
      
  
  

    

  

    

  
      
  
  

    
REFERENCES
  1. 1.↵
    1. 

    2. Flaherty  ML, 
    3. Haverbusch  M, 
    4. Sekar  P, et al
    . Long-term mortality after intracerebral hemorrhage. Neurology 2006;66:1182–86 doi:10.1212/01.wnl.0000208400.08722.7c pmid:16636234
    Abstract/FREE Full Text
  2. 2.↵
    1. 

    2. Davis  SM, 
    3. Broderick  J, 
    4. Hennerici  M, et al
    ; Recombinant Activated Factor VII Intracerebral Hemorrhage Trial Investigators. Hematoma growth is a determinant of mortality and poor outcome after intracerebral hemorrhage. Neurology 2006;66:1175–81 doi:10.1212/01.wnl.0000208408.98482.99 pmid:16636233
    Abstract/FREE Full Text
  3. 3.↵
    1. 

    2. Morgenstern  LB, 
    3. Hemphill  JC  3rd., 
    4. Anderson  C, et al
    ; Amrican Heart Association Stroke Council and Council on Cardiovascular Nursing. Guidelines for the management of spontaneous intracerebral hemorrhage: a guideline for healthcare professionals from the American Heart Association/American Stroke Association. Stroke 2010;41:2108–29 doi:10.1161/STR.0b013e3181ec611b pmid:20651276
    Abstract/FREE Full Text
  4. 4.↵
    1. 

    2. Divani  AA, 
    3. Majidi  S, 
    4. Luo  X, et al
    . The ABCs of accurate volumetric measurement of cerebral hematoma. Stroke 2011;42:1569–74 doi:10.1161/STROKEAHA.110.607861 pmid:21566231
    Abstract/FREE Full Text
  5. 5.↵
    1. 

    2. Kothari  RU, 
    3. Brott  T, 
    4. Broderick  JP, et al
    . The ABCs of measuring intracerebral hemorrhage volumes. Stroke 1996;27:1304–05 doi:10.1161/01.STR.27.8.1304 pmid:8711791
    Abstract/FREE Full Text
  6. 6.↵
    1. 

    2. Wang  CW, 
    3. Juan  CJ, 
    4. Liu  YJ, et al
    . Volume-dependent overestimation of spontaneous intracerebral hematoma volume by the ABC/2 formula. Acta Radiol 2009;50:306–11 doi:10.1080/02841850802647039 pmid:19173095
    CrossRefPubMedWeb of Science
  7. 7.↵
    1. 

    2. Kosior  JC, 
    3. Idris  S, 
    4. Dowlatshahi  D, et al
    ; PREDICT/Sunnybrook CTA ICH study investigators. Quantomo: validation of a computer-assisted methodology for the volumetric analysis of intracerebral haemorrhage. Int J Stroke 2011;6:302–05 doi:10.1111/j.1747-4949.2010.00579.x pmid:21609412
    CrossRefPubMed
  8. 8.↵
    1. 

    2. Osher  S, 
    3. Sethian  JA
    . Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations. J Comput Phys 1988;79:12–49 doi:10.1016/0021-9991(88)90002-2
    CrossRefWeb of Science
  9. 9.↵
    1. 

    2. Anandh  KR, 
    3. Sujatha  CM, 
    4. Ramakrishnan  S
    . Segmentation of ventricles in Alzheimer MR images using anisotropic diffusion filtering and level set method. Biomed Sci Instrum 2014;50:307–13 pmid:25405438
    PubMed
  10. 10.↵
    1. 

    2. Göçeri  E
    . Fully automated liver segmentation using Sobolev gradient-based level set evolution. Int J Numer Method Biomed Eng 2016;32:e02765 doi:10.1002/cnm.2765 pmid:26728097
    CrossRefPubMed
  11. 11.↵
    1. 

    2. Ivanovska  T, 
    3. Laqua  R, 
    4. Wang  L, et al
    . An efficient level set method for simultaneous intensity inhomogeneity correction and segmentation of MR images. Comput Med Imaging Graph 2016;48:9–20 doi:10.1016/j.compmedimag.2015.11.005 pmid:26741125
    CrossRefPubMed
  12. 12.↵
    1. 

    2. Whitaker  R
    . Volumetric deformable models: active blobs. Proc SPIE Int Soc Opt Eng 1994:2359:122–134
  13. 13.↵
    1. 

    2. Roberts  M, 
    3. Packer  J, 
    4. Sousa  M, et al
    . A work-efficient GPU algorithm for level set segmentation. In: Proceedings of the Conference on High Performance Graphics. Saarbrucken, Germany: Eurographics Association. June 25–27, 2010
  14. 14.↵
    1. 

    2. Cates  JE, 
    3. Lefohn  AE, 
    4. Whitaker  RT
    . GIST: an interactive, GPU-based level set segmentation tool for 3D medical images. Med Image Anal 2004;8:217–31 doi:10.1016/j.media.2004.06.022 pmid:15450217
    CrossRefPubMed
  15. 15.↵
    1. 

    2. Colliot  O, 
    3. Mansi  T, 
    4. Bernasconi  N, et al
    . Segmentation of focal cortical dysplasia lesions using a feature-based level set. Med Image Comput Comput Assist Interv 2005;8:375–82 pmid:16685868
    PubMed
  16. 16.↵
    1. 

    2. Saba  L, 
    3. Gao  H, 
    4. Raz  E, et al
    . Semiautomated analysis of carotid artery wall thickness in MRI. J Magn Reson Imaging 2014;39:1457–67 doi:10.1002/jmri.24307 pmid:24151182
    CrossRefPubMed
  17. 17.↵
    1. 

    2. Dang  M, 
    3. Modi  J, 
    4. Roberts  M, et al
    . Validation study of a fast, accurate, and precise brain tumor volume measurement. Comput Methods Programs Biomed 2013;111:480–87 doi:10.1016/j.cmpb.2013.04.011 pmid:23693135
    CrossRefPubMed
  18. 18.↵
    1. 

    2. Dowlatshahi  D, 
    3. Demchuk  AM, 
    4. Flaherty  ML, et al
    ; VISTA Collaboration. Defining hematoma expansion in intracerebral hemorrhage: relationship with patient outcomes. Neurology 2011;76:1238–44 doi:10.1212/WNL.0b013e3182143317 pmid:21346218
    Abstract/FREE Full Text
  19. 19.↵
    1. 

    2. Kessler  LG, 
    3. Barnhart  HX, 
    4. Buckler  AJ, et al
    ; QIBA Terminology Working Group. The emerging science of quantitative imaging biomarkers terminology and definitions for scientific studies and regulatory submissions. Stat Methods Med Res 2015;24:9–26 doi:10.1177/0962280214537333 pmid:24919826
    CrossRefPubMed
  20. 20.↵
    1. 

    2. Eliasziw  M, 
    3. Young  SL, 
    4. Woodbury  MG, et al
    . Statistical methodology for the concurrent assessment of interrater and intrarater reliability: using goniometric measurements as an example. Phys Ther 1994;74:777–88 doi:10.1093/ptj/74.8.777 pmid:8047565
    Abstract/FREE Full Text
  21. 21.↵
    1. 

    2. Mitchell  J, 
    3. Karlik  S, 
    4. Lee  D, et al
    . The variability of manual and computer assisted quantification of multiple sclerosis lesion volumes. Med Phys 1996;23:85–97 doi:10.1118/1.597685 pmid:8700036
    CrossRefPubMedWeb of Science
  22. 22.↵
    1. 

    2. Broderick  JP, 
    3. Brott  TG, 
    4. Duldner  JE, et al
    . Volume of intracerebral hemorrhage: a powerful and easy-to-use predictor of 30-day mortality. Stroke 1993;24:987–93 doi:10.1161/01.STR.24.7.987 pmid:8322400
    Abstract/FREE Full Text
  23. 23.↵
    1. 

    2. Hemphill  JC  3rd., 
    3. Bonovich  DC, 
    4. Besmertis  L, et al
    . The ICH score: a simple, reliable grading scale for intracerebral hemorrhage. Stroke 2001;32:891–97 doi:10.1161/01.STR.32.4.891 pmid:11283388
    Abstract/FREE Full Text
  24. 24.↵
    1. 

    2. Xu  X, 
    3. Chen  X, 
    4. Zhang  J, et al
    . Comparison of the Tada formula with software slicer: precise and low-cost method for volume assessment of intracerebral hematoma. Stroke 2014;45:3433–35 doi:10.1161/STROKEAHA.114.007095 pmid:25316277
    Abstract/FREE Full Text
  25. 25.↵
    1. 

    2. Webb  AJ, 
    3. Ullman  NL, 
    4. Morgan  TC, et al
    ; MISTIE and CLEAR Investigators. Accuracy of the ABC/2 score for intracerebral hemorrhage: systematic review and analysis of MISTIE, CLEAR-IVH, and CLEAR III. Stroke 2015;46:2470–76 doi:10.1161/STROKEAHA.114.007343 pmid:26243227
    Abstract/FREE Full Text
  26. 26.↵
    1. 

    2. Freeman  WD, 
    3. Barrett  KM, 
    4. Bestic  JM, et al
    . Computer-assisted volumetric analysis compared with ABC/2 method for assessing warfarin-related intracranial hemorrhage volumes. Neurocrit Care 2008;9:307–12 doi:10.1007/s12028-008-9089-4 pmid:18392784
    CrossRefPubMed
  


  
  



  




  


  
  



  
      
  
  

    
  


  
  



  
      
  
  

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Retrospective Validation of a Computer-Assisted Quantification Model of Intracerebral Hemorrhage Volume on Accuracy, Precision, and Acquisition Time, Compared with Standard ABC/2 Manual Volume Calculation
  
    	
W. Xue, S. Vegunta, C.M. Zwart, M.I. Aguilar, A.C. Patel, J.M. Hoxworth, B.M. Demaerschalk, J.R. Mitchell

  
    	
American Journal of Neuroradiology Aug 2017, 38 (8) 1536-1542; DOI: 10.3174/ajnr.A5256 

  
  
  



  


  
  



  
      
  
  

    

  
    
  
  
    
  
  
    
  


  


  
  



  
      
  
  

    
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