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Acta Oncologica Volume 52, 2013 - Issue 7
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Original Articles

Real-time 2D/3D registration using kV-MV image pairs for tumor motion tracking in image guided radiotherapy

Hugo FurtadoCenter for Medical Physics and Biomedical Engineering, Medical University Vienna, Vienna, Austria;Christian Doppler Laboratory for Medical Radiation Research for Radiation Oncology, Medical University Vienna, Vienna, AustriaCorrespondence[email protected]
,
Elisabeth SteinerDepartment of Radiation Oncology, Medical University Vienna, Vienna, Austria;Christian Doppler Laboratory for Medical Radiation Research for Radiation Oncology, Medical University Vienna, Vienna, Austria
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Markus StockDepartment of Radiation Oncology, Medical University Vienna, Vienna, Austria;Christian Doppler Laboratory for Medical Radiation Research for Radiation Oncology, Medical University Vienna, Vienna, Austria
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Dietmar GeorgDepartment of Radiation Oncology, Medical University Vienna, Vienna, Austria;Christian Doppler Laboratory for Medical Radiation Research for Radiation Oncology, Medical University Vienna, Vienna, Austria
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Wolfgang BirkfellnerCenter for Medical Physics and Biomedical Engineering, Medical University Vienna, Vienna, Austria;Christian Doppler Laboratory for Medical Radiation Research for Radiation Oncology, Medical University Vienna, Vienna, Austria
Pages 1464-1471 | Received 03 May 2013, Accepted 09 Jun 2013, Published online: 23 Jul 2013

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Cai Grau, Jens Overgaard, Morten Høyer, Kari Tanderup, Jacob Christian Lindegaard & Ludvig Paul Muren. (2015) Biology-guided adaptive radiotherapy (BiGART) is progressing towards clinical reality. Acta Oncologica 54:9, pages 1245-1250.
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Minmin Qiu, Qi Guan, Jiajian Zhong, Taiming Huang, Ning Luo & Yongjin Deng. (2023) A markerless beam's eye view motion monitoring algorithm based on structure conversion and demons registration in medical image with partial data. Medical Physics 50:7, pages 4415-4429.
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Sepideh Hatamikia, Ingo Gulyas, Wolfgang Birkfellner, Gernot Kronreif, Alexander Unger, Gunpreet Oberoi, Andrea Lorenz, Ewald Unger, Joachim Kettenbach, Michael Figl, Janina Patsch, Andreas Strassl, Dietmar Georg & Andreas Renner. (2023) Realistic 3D printed CT imaging tumor phantoms for validation of image processing algorithms. Physica Medica 105, pages 102512.
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Ingo Gulyas, Petra Trnkova, Barbara Knäusl, Joachim Widder, Dietmar Georg & Andreas Renner. (2022) A novel bone suppression algorithm in intensity‐based 2D/3D image registration for real‐time tumor motion monitoring: Development and phantom‐based validation. Medical Physics 49:8, pages 5182-5194.
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Xinyi Cheng, Dongxu Yang, Yuncheng Zhong & Yiping Shao. (2022) Real-time marker-less tumor tracking with TOF PET: in silico feasibility study. Physics in Medicine & Biology 67:11, pages 115011.
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Marco Serpa & Christoph Bert. (2020) Dense feature-based motion estimation in MV fluoroscopy during dynamic tumor tracking treatment: preliminary study on reduced aperture and partial occlusion handling. Physics in Medicine & Biology 65:24, pages 245039.
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P Mann, M Witte, P Mercea, S Nill, C Lang & C P Karger. (2020) Feasibility of markerless fluoroscopic real-time tumor detection for adaptive radiotherapy: development and end-to-end testing. Physics in Medicine & Biology 65:11, pages 115002.
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Marco Mueller, Reza Zolfaghari, Adam Briggs, Hugo Furtado, Jeremy Booth, Paul Keall, Doan Nguyen, Ricky O’Brien & Chun-Chien Shieh. (2020) The first prospective implementation of markerless lung target tracking in an experimental quality assurance procedure on a standard linear accelerator. Physics in Medicine & Biology 65:2, pages 025008.
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Wei Zhao, Bin Han, Yong Yang, Mark Buyyounouski, Steven L. Hancock, Hilary Bagshaw & Lei Xing. (2019) Incorporating imaging information from deep neural network layers into image guided radiation therapy (IGRT). Radiotherapy and Oncology 140, pages 167-174.
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M. Schlachter, R.G. Raidou, L.P. Muren, B. Preim, P.M. Putora & K. Bühler. (2019) State‐of‐the‐Art Report: Visual Computing in Radiation Therapy Planning. Computer Graphics Forum 38:3, pages 753-779.
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Ritu Bhusal Chhatkuli, Kazuyuki Demachi, Mitsuru Uesaka, Keiichi Nakagawa & Akihiro Haga. (2019) Development of a markerless tumor-tracking algorithm using prior four-dimensional cone-beam computed tomography. Journal of Radiation Research 60:1, pages 109-115.
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Jang-Hwan Choi & Sooyeul Lee. (2018) Real-Time Tumor Motion Tracking in 3D Using Planning 4D CT Images during Image-Guided Radiation Therapy. Algorithms 11:10, pages 155.
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Markus Stock, Dietmar Georg, Alexander Ableitinger, Andrea Zechner, Alexander Utz, Marta Mumot, Gabriele Kragl, Johannes Hopfgartner, Joanna Gora, Till Böhlen, Loïc Grevillot, Peter Kuess, Phil Steininger, Heinz Deutschmann & Stanislav Vatnitsky. (2018) The technological basis for adaptive ion beam therapy at MedAustron: Status and outlook. Zeitschrift für Medizinische Physik 28:3, pages 196-210.
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Wolfgang Birkfellner, Michael Figl, Hugo Furtado, Andreas Renner, Sepideh Hatamikia & Johann Hummel. (2018) Multi-Modality Imaging: A Software Fusion and Image-Guided Therapy Perspective. Frontiers in Physics 6.
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Colien Hazelaar, Max Dahele, Hassan Mostafavi, Lineke van der Weide, Ben Slotman & Wilko Verbakel. (2018) Markerless positional verification using template matching and triangulation of kV images acquired during irradiation for lung tumors treated in breath-hold. Physics in Medicine & Biology 63:11, pages 115005.
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Akihiro Haga. (2018) Visualization of Organ Motion Using Four Dimensional Cone-beam CT and Its Applications四次元コーンビームCT による臓器運動の可視化とその応用. Japanese Journal of Radiological Technology 74:11, pages 1337-1342.
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Chun-Chien Shieh, Vincent Caillet, Michelle Dunbar, Paul J Keall, Jeremy T Booth, Nicholas Hardcastle, Carol Haddad, Thomas Eade & Ilana Feain. (2017) A Bayesian approach for three-dimensional markerless tumor tracking using kV imaging during lung radiotherapy. Physics in Medicine and Biology 62:8, pages 3065-3080.
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T De Silva, A Uneri, M D Ketcha, S Reaungamornrat, J Goerres, M W Jacobson, S Vogt, G Kleinszig, A J Khanna, J-P Wolinsky & J H Siewerdsen. (2017) Registration of MRI to intraoperative radiographs for target localization in spinal interventions. Physics in Medicine and Biology 62:2, pages 684-701.
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H. FurtadoC. GendrinJ. SpoerkE. SteinerT. UnderwoodT. KuenzlerD. GeorgW. Birkfellner. FIRE: an open-software suite for real-time 2D/3D image registration for image guided radiotherapy research. FIRE: an open-software suite for real-time 2D/3D image registration for image guided radiotherapy research.
Chun-Chien Shieh, Paul J Keall, Zdenka Kuncic, Chen-Yu Huang & Ilana Feain. (2015) Markerless tumor tracking using short kilovoltage imaging arcs for lung image-guided radiotherapy. Physics in Medicine and Biology 60:24, pages 9437-9454.
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Ludvig P. Muren, Nuria Jornet, Dietmar Georg, Robin Garcia & David I. Thwaites. (2015) Improving radiotherapy through medical physics developments. Radiotherapy and Oncology 117:3, pages 403-406.
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John R. van Sörnsen de Koste, Max Dahele, Hassan Mostafavi, Alex Sloutsky, Suresh Senan, Ben J. Slotman & Wilko F. A. R. Verbakel. (2015) Markerless tracking of small lung tumors for stereotactic radiotherapy. Medical Physics 42:4, pages 1640-1652.
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Hugo Furtado, Tracy Underwood, Tom Depuydt, Markus Stock, Dietmar Georg & Wolfgang Birkfellner. (2014) Validation of real-time intensity based 2D/3D registration for image guided radiotherapy. The MIDAS Journal.
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Qingyu Zhao, Chen-Rui Chou, Gig Mageras & Stephen Pizer. (2014) Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen. IEEE Transactions on Medical Imaging 33:8, pages 1592-1600.
Crossref
H. Furtado, E. Steiner, M. Stock, D. Georg & W. Birkfellner. Real-time intensity based 2D/3D registration using kV-MV image pairs for tumor motion tracking in image guided radiotherapy. Real-time intensity based 2D/3D registration using kV-MV image pairs for tumor motion tracking in image guided radiotherapy.

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