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Registration Methods for Pulmonary Image Analysis

Integration of Morphological and Physiological Knowledge
Buch | Softcover
XVI, 168 Seiten
2014 | 2014
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-01661-6 (ISBN)
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Various applications in the field of pulmonary image analysis require a registration of CT images of the lung. For example, a registration-based estimation of the breathing motion is employed to increase the accuracy of dose distribution in radiotherapy. Alexander Schmidt-Richberg develops methods to explicitly model morphological and physiological knowledge about respiration in algorithms for the registration of thoracic CT images. The author focusses on two lung-specific issues: on the one hand, the alignment of the interlobular fissures and on the other hand, the estimation of sliding motion at the lung boundaries. He shows that by explicitly considering these aspects based on a segmentation of the respective structure, registration accuracy can be significantly improved.

Alexander Schmidt-Richberg works as a research scientist at the Institute of Medical Informatics, University of Lübeck, Germany, with a focus on image registration and segmentation. He holds a PhD in natural sciences.

Registration.- Segmentation.- Level Set Segmentation.- Motion Estimation.- Sliding Motion.- Integrated Registration and Segmentation .

Erscheint lt. Verlag 12.2.2014
Reihe/Serie Aktuelle Forschung Medizintechnik – Latest Research in Medical Engineering
Zusatzinfo XVI, 168 p. 48 illus., 14 illus. in color.
Verlagsort Wiesbaden
Sprache englisch
Maße 148 x 210 mm
Gewicht 254 g
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Technik Medizintechnik
Schlagworte Bildgebende Verfahren (Medizin) • image fusion • Medical Imaging • Motion Estimation • Pneumologie • Pneumologie / Lungenerkrankungen • Pulmonary Image Analysis • registration • Segmentation
ISBN-10 3-658-01661-2 / 3658016612
ISBN-13 978-3-658-01661-6 / 9783658016616
Zustand Neuware
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