PT Unknown
AU Carles Sanchez
   Jorge Bernal
   F. Javier Sanchez
   Marta Diez-Ferrer
   Antoni Rosell
   Debora Gil
TI Towards On-line Quantification of Tracheal Stenosis from Videobronchoscopy
BT 6th International Conference on Information Processing in Computer-Assisted Interventions IPCAI2015
PY 2015
BP 935
EP 945
VL 10
IS 6
AB PURPOSE:Lack of objective measurement of tracheal obstruction degree has a negative impact on the chosen treatment prone to lead to unnecessary repeated explorations and other scanners. Accurate computation of tracheal stenosis in videobronchoscopy would constitute a breakthrough for this noninvasive technique and a reduction in operation cost for the public health service.METHODS:Stenosis calculation is based on the comparison of the region delimited by the lumen in an obstructed frame and the region delimited by the first visible ring in a healthy frame. We propose a parametric strategy for the extraction of lumen and tracheal ring regions based on models of their geometry and appearance that guide a deformable model. To ensure a systematic applicability, we present a statistical framework to choose optimal parametric values and a strategy to choose the frames that minimize the impact of scope optical distortion.RESULTS:Our method has been tested in 40 cases covering different stenosed tracheas. Experiments report a non- clinically relevant [Formula: see text] of discrepancy in the calculated stenotic area and a computational time allowing online implementation in the operating room.CONCLUSIONS:Our methodology allows reliable measurements of airway narrowing in the operating room. To fully assess its clinical impact, a prospective clinical trial should be done.
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