Automated Quantification of Pneumothorax in CT

نویسندگان

  • Synho Do
  • Kristen Salvaggio
  • Supriya Gupta
  • Mannudeep K. Kalra
  • Nabeel U. Ali
  • Homer H. Pien
چکیده

An automated, computer-aided diagnosis (CAD) algorithm for the quantification of pneumothoraces from Multidetector Computed Tomography (MDCT) images has been developed. Algorithm performance was evaluated through comparison to manual segmentation by expert radiologists. A combination of two-dimensional and three-dimensional processing techniques was incorporated to reduce required processing time by two-thirds (as compared to similar techniques). Volumetric measurements on relative pneumothorax size were obtained and the overall performance of the automated method shows an average error of just below 1%.

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عنوان ژورنال:

دوره 2012  شماره 

صفحات  -

تاریخ انتشار 2012