Registration Methods for Pulmonary Image Analysis
Integration of Morphological and Physiological Knowledge
Seiten
2014
|
2014
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-01661-6 (ISBN)
Springer Fachmedien Wiesbaden GmbH (Verlag)
978-3-658-01661-6 (ISBN)
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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