Computerized Medical Imaging and Graphics
Volume 34, Issue 7 , Pages 563-571 , October 2010

Computer-aided diagnosis of intracranial hematoma with brain deformation on computed tomography

  • Chun-Chih Liao

      Affiliations

    • Graduate Institute of Biomedical Engineering, National Taiwan University, Taiwan
    • Department of Neurosurgery, Taipei Hospital, Department of Health, Taipei, Taiwan
    • ,
  • Furen Xiao

      Affiliations

    • Graduate Institute of Biomedical Engineering, National Taiwan University, Taiwan
    • ,
  • Jau-Min Wong

      Affiliations

    • Graduate Institute of Biomedical Engineering, National Taiwan University, Taiwan
    • ,
  • I.-Jen Chiang

      Affiliations

    • Graduate Institute of Biomedical Engineering, National Taiwan University, Taiwan
    • Graduate Institute of Biomedical Informatics, Taipei Medical University, Taiwan
    • Corresponding Author InformationCorresponding author at: Taipei Medical University, Graduate Institute of Biomedical Informatics, 250 Wu-Xin Street, Xin-Yi District, Taipei City 110, Taiwan.

Received 22 June 2009 ,Revised 22 December 2009 ,Accepted 23 March 2010.

References 

  1. Dorland WAN. Dorland's illustrated medical dictionary. 28th ed.. Philadelphia, PA: W.B. Saunders; 1994;
  2. Bullock MR, Chestnut R, Ghajar J, Gordon D, Hartl R, Newell DW, et al. Post-traumatic mass volume measurement in traumatic brain injury patients. Neurosurgery. 2006;58:S2–S61
  3. Broderick J, Connonlly S, Feldmann E, Hanley D, Kase C, Krieger D, et al. Guidelines for the management of spontaneous intracerebral hemorrhage in adults. Stroke. 2007;38:2001–2023
  4. Bullock MR, Chestnut R, Ghajar J, Gordon D, Hartl R, Newell DW, et al. Surgical management of acute epidural hematomas. Neurosurgery. 2006;58:S2–S61
  5. Liao CC, Xiao F, Wong JM, Chiang IJ. A simple genetic algorithm for tracing the deformed midline on a single slice of brain CT using quadratic Bézier curves. In: Proc. 6th IEEE Intl. Conf. Data Mining Workshops (ICDM-W 2006). 2006;p. 463–467
  6. Liao CC, Xiao F, Wong JM, Chiang IJ. A knowledge discovery approach to diagnosing intracranial hematomas on brain CT: recognition, measurement and classification. Int Conf on Medical Biometrics 2008. Lect Notes Comput Sci. 2008;4901:73–82
  7. Liao CC, Xiao F, Wong JM, Chiang IJ. A multiresolution binary level set method and its application to intracranial hematoma segmentation. Comput Med Imag Graph. 2009;33:423–430
  8. Cheng D, Cheng K. A PC-based medical image analysis system for brain CT hemorrhage area extraction. In: Proc 11th IEEE Symp Comput-Based Med Sys. 1998;p. 240–245
  9. Loncaric S, Dhawan AP, Kovacevic D, Cosic D, Broderick J, Brott T. Quantitative intracerebral brain hemorrhage analysis. Proc SPIE Med Imag. 1999;3661:886–894
  10. Pérez N, Valdés JA, Guevara MA, Rodríguez LA, Molina JM. Set of methods for spontaneous ICH segmentation and tracking from CT head images. Proc. 12th Iberoamericann Congress on Pattern Recognition (CIARP) 2007. Lect Notes Comput Sci. 2007;4756:212–220
  11. Chan T. Computer aided detection of small acute intracranial hemorrhage on computer tomography of brain. Comput Med Imag Graph. 2007;31:285–298
  12. Yuh EL, Gean AD, Manley GT, Callen AL, WInermark M. Computer-aided assessment of head computed tomography (CT) studies in patients with suspected traumatic brain injury. J Neurotrauma. 2008;25:1163–1172
  13. Liu B, Yuan Q, Liu Z, Li X, Yin X. Automatic segmentation of intracranial hematoma and volume measurement. In: Proc 30th Ann. Intl. Conf. IEEE EMBS. 2008;p. 1214–1217
  14. Barderaa A, Boadaa I, Feixasa M, Remollob S, Blascob G, Silvab Y, et al. Semi-automated method for brain hematoma and edema quantification using computed tomography. Comput Med Imag Graph. 2009;33:304–311
  15. Maldjian JA, Chalela J, Kasner SE, Liebeskind D, Detre JA. Automated CT segmentation and analysis for acute middle cerebral artery stroke. Am J Neuroradiol. 2001;22:1050–1055
  16. Kruggel F. Segmentation of focal brain lesions. Proc Med Imaging Augmented Reality: 2nd Intl. Workshop, MIAR2004. Beijing, China, Lect Notes Comput Sci. 2004;3150:10–18
  17. Lee JD, Chang TC, Huang CH, Wu SJ, Chen CJ. Computer-aided diagnosis system for acute stroke using diffusion weighted images with volume calculation. In: Proc 26th Ann. Intl. Conf. IEEE EMBS. 2004;p. 1529–1532
  18. Kluge W, Kretzschmar K, Roesler A, Grumme TH. Cerebral and spinal computed tomography. 3rd ed.. Berlin, Germany: Blackwell Science; 1998;
  19. Berge JK, Bregman RA. Variations in size and in symmetry of foramina of the human skull. Clin Anatomy. 2001;14:406–413
  20. Worth AJ, Makris N, Patti MR, Goodman JM, Hoge EA, Caviness VS, et al. Precise segmentation of the lateral ventricles and caudate nucleus in MR brain images using anatomically driven histograms. IEEE Trans Med Imag. 1998;17:303–310
  21. Liao CC, Xiao F, Wong JM, Chiang IJ. Automatic diagnosis of intracranial hematoma on brain CT using knowledge discovery techniques: is finer resolution better?. Biomed Eng: Appl Basis Commun. 2008;20:401–408
  22. Osher S, Fedkiw R. Level set methods and dynamic implicit surfaces. New York, NY: Springer-Verlag; 2003;
  23. Song B, Chan TF. A fast algorithm for level set based optimization. UCLA CAM Report 02-68; 2002.
  24. Chan TF, Esedoglu S. A multiscale algorithm for Mumford–Shah image segmentation. UCLA CAM Report 03-77; 2003.

PII: S0895-6111(10)00038-8

doi: 10.1016/j.compmedimag.2010.03.003

Computerized Medical Imaging and Graphics
Volume 34, Issue 7 , Pages 563-571 , October 2010

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