Tracing the deformed midline on brain CT

Chun Chih Liao, I-Jen Chiang, Furen Xiao, Jau Min Wong

研究成果: 雜誌貢獻文章同行評審

18 引文 斯高帕斯(Scopus)


Midline shift (MLS) is the most important quantitative feature clinicians use to evaluate the severity of brain compression by various pathologies. We proposed a model of the deformed midline according to the biomechanical properties of different types of intracranial tissue. The model comprised three segments. The upper and lower straight segments represented parts of the tough meninges separating two hemispheres, and the central curved segment, formed by a quadratic Bezier curve, represented the intervening soft brain tissue. For each point of the model, the intensity difference was calculated over 48 adjacent point pairs at each side. The deformed midline was considered ideal as summed square of the difference across all midline points approaches global minimum, simulating maximal bilateral symmetry. Genetic algorithm was applied to optimize the values of the three control points of the Bezier curve. Our system was tested on images containing various pathologies from 81 consecutive patients treated in a single institute over one-year period. The deformed midlines itself as well as the amount of midline shift were evaluated by human experts, with satisfactory results.

頁(從 - 到)305-311
期刊Biomedical Engineering - Applications, Basis and Communications
出版狀態已發佈 - 12月 25 2006

ASJC Scopus subject areas

  • 生物物理學
  • 生物工程


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