Extracting Respiratory Signals from Thoracic Cone Beam CT Projections

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dc.contributor.authorYan, H.
dc.contributor.authorWang, X.
dc.contributor.authorYin, W.
dc.contributor.authorPan, T.
dc.contributor.authorAhmad, M.
dc.contributor.authorMou, X.
dc.contributor.authorCervino, L.
dc.contributor.authorJia, X.
dc.contributor.authorJiang, S.B.
dc.date.accessioned2018-06-19T17:48:02Z
dc.date.available2018-06-19T17:48:02Z
dc.date.issued2012-10
dc.date.noteOctober 2012
dc.description.abstractPatient respiratory signal associated with the cone beam CT (CBCT) projections is important for lung cancer radiotherapy. In contrast to monitoring an external surrogate of respiration, such signal can be extracted directly from the CBCT projections. In this paper, we propose a novel local principle component analysis (LPCA) method to extract the respiratory signal by distinguishing the respiration motion-induced content change 25 from the gantry rotation-induced content change in the CBCT projections. The LPCA method is evaluated by comparing with three state-of-the-art projection-based methods, namely, the Amsterdam Shroud (AS) method, the intensity analysis (IA) method, and the Fourier-transform based phase analysis (FT-p) method. The clinical CBCT projection data of eight patients, acquired under various clinical scenarios, were used to investigate 30 the performance of each method. We found that the proposed LPCA method has demonstrated the best overall performance for cases tested and thus is a promising technique for extracting respiratory signal. We also identified the applicability of each existing method.
dc.format.extent21 pp
dc.identifier.citationYan, H., Wang, X., Yin, W., et al.. "Extracting Respiratory Signals from Thoracic Cone Beam CT Projections." (2012) <a href="https://hdl.handle.net/1911/102212">https://hdl.handle.net/1911/102212</a>.
dc.identifier.digitalTR12-23
dc.identifier.urihttps://hdl.handle.net/1911/102212
dc.language.isoeng
dc.titleExtracting Respiratory Signals from Thoracic Cone Beam CT Projections
dc.typeTechnical report
dc.type.dcmiText
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