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Critical Reviews™ in Biomedical Engineering

Published 6 issues per year

ISSN Print: 0278-940X

ISSN Online: 1943-619X

SJR: 0.262 SNIP: 0.372 CiteScore™:: 2.2 H-Index: 56

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Review on 4D Models for Organ Motion Compensation

Volume 40, Issue 2, 2012, pp. 135-154
DOI: 10.1615/CritRevBiomedEng.v40.i2.40
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ABSTRACT

Minimal invasive tumor therapies are getting ever more sophisticated with novel treatment approaches and new devices allowing for improved targeting precision. Applying these effectively requires precise localization of the structures of interest. Vital processes, such as respiration and heartbeat, induce organ motion, which cannot be neglected during therapy. This review focuses on 4D organ models to compensate for respiratory motion during therapy. An overview is given on the effects of motion on the therapeutical outcome, methods required to capture and quantify respiratory motion, range of reported tumor motion, types of surrogates used when tumors are not directly observable, and methods for temporal prediction of surrogate motion. Organ motion models, which predict the location of structures of interest from surrogates measured during therapy, are discussed in detail.

CITED BY
  1. Preiswerk Frank, De Luca Valeria, Arnold Patrik, Celicanin Zarko, Petrusca Lorena, Tanner Christine, Bieri Oliver, Salomir Rares, Cattin Philippe C., Model-guided respiratory organ motion prediction of the liver from 2D ultrasound, Medical Image Analysis, 18, 5, 2014. Crossref

  2. Vijayan Sinara, Klein Stefan, Hofstad Erlend Fagertun, Lindseth Frank, Ystgaard Brynjulf, Langø Thomas, Motion tracking in the liver: Validation of a method based on 4D ultrasound using a nonrigid registration technique, Medical Physics, 41, 8Part1, 2014. Crossref

  3. Tanner Christine, Eppenhof Koen, Gelderblom Jaap, Szekely Gabor, Decision fusion for temporal prediction of respiratory liver motion, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014. Crossref

  4. Schwenke Michael, Strehlow Jan, Haase Sabrina, Jenne Juergen, Tanner Christine, Langø Thomas, Loeve Arjo J., Karakitsios Ioannis, Xiao Xu, Levy Yoav, Sat Giora, Bezzi Mario, Braunewell Stefan, Guenther Matthias, Melzer Andreas, Preusser Tobias, An integrated model-based software for FUS in moving abdominal organs, International Journal of Hyperthermia, 31, 3, 2015. Crossref

  5. De Luca V, Benz T, Kondo S, König L, Lübke D, Rothlübbers S, Somphone O, Allaire S, Lediju Bell M A, Chung D Y F, Cifor A, Grozea C, Günther M, Jenne J, Kipshagen T, Kowarschik M, Navab N, Rühaak J, Schwaab J, Tanner C, The 2014 liver ultrasound tracking benchmark, Physics in Medicine and Biology, 60, 14, 2015. Crossref

  6. Tanner Christine, Samei Golnoosh, Szekely Gabor, Robust exemplar model of respiratory liver motion and individualization using an additional breath-hold image, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015. Crossref

  7. Jenne J., Schwaab J., Ultraschallbewegungstracking für die Strahlentherapie, Der Radiologe, 55, 11, 2015. Crossref

  8. Yang Minglei, Ding Hui, Zhu Lei, Wang Guangzhi, Ultrasound fusion image error correction using subject-specific liver motion model and automatic image registration, Computers in Biology and Medicine, 79, 2016. Crossref

  9. Li Cheng, Wu Jiaze, Gogna Apoorva, Tan Bien Soo, Teo Jin Yao, Ooi London Lucien, Liu Jimin, Yu Haoyong, Subject-specific and respiration-corrected 4D liver model from real-time ultrasound image sequences, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 6, 1, 2018. Crossref

  10. Tanner C., Zur Y., French K., Samei G., Strehlow J., Sat G., McLeod H., Houston G., Kozerke S., Székely G., Melzer A., Preusser T., In vivo validation of spatio-temporal liver motion prediction from motion tracked on MR thermometry images, International Journal of Computer Assisted Radiology and Surgery, 11, 6, 2016. Crossref

  11. Tanner Christine, Yang Minglei, Samei Golnoosh, Szekely Gabor, Influence of inter-subject correspondences on liver motion predictions from population models, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016. Crossref

  12. De Luca Valeria, Banerjee Jyotirmoy, Hallack Andre, Kondo Satoshi, Makhinya Maxim, Nouri Daniel, Royer Lucas, Cifor Amalia, Dardenne Guillaume, Goksel Orcun, Gooding Mark J., Klink Camiel, Krupa Alexandre, Le Bras Anthony, Marchal Maud, Moelker Adriaan, Niessen Wiro J., Papiez Bartlomiej W., Rothberg Alex, Schnabel Julia, van Walsum Theo, Harris Emma, Lediju Bell Muyinatu A., Tanner Christine, Evaluation of 2D and 3D ultrasound tracking algorithms and impact on ultrasound‐guided liver radiotherapy margins, Medical Physics, 45, 11, 2018. Crossref

  13. Samei Golnoosh, Székely Gábor, Tanner Christine, Detection and Registration of Ribs in MRI Using Geometric and Appearance Models, in Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, 8673, 2014. Crossref

  14. Samei Golnoosh, Tanner Christine, Székely Gabor, Predicting Liver Motion Using Exemplar Models, in Abdominal Imaging. Computational and Clinical Applications, 7601, 2012. Crossref

  15. Tanner Christine, Samei Golnoosh, Székely Gábor, Improved Reconstruction of 4D-MR Images by Motion Predictions, in Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, 8673, 2014. Crossref

  16. Samei Golnoosh, Chlebus Grzegorz, Székely Gabor, Tanner Christine, Adaptive Confidence Regions of Motion Predictions from Population Exemplar Models, in Abdominal Imaging. Computation and Clinical Applications, 8198, 2013. Crossref

  17. Yang Minglei, Ding Hui, Kang Jingang, Zhu Lei, Wang Guangzhi, Subject-specific real-time respiratory liver motion compensation method for ultrasound-MRI/CT fusion imaging, International Journal of Computer Assisted Radiology and Surgery, 10, 5, 2015. Crossref

  18. Samei Golnoosh, Székely Gábor, Tanner Christine, Prediction of Rib Motion During Free-Breathing from Liver Observations Using 4D MRI, in Clinical Image-Based Procedures. Translational Research in Medical Imaging, 9401, 2016. Crossref

  19. Karani Neerav, Tanner Christine, Kozerke Sebastian, Konukoglu Ender, Reducing Navigators in Free-Breathing Abdominal MRI via Temporal Interpolation Using Convolutional Neural Networks, IEEE Transactions on Medical Imaging, 37, 10, 2018. Crossref

  20. Lin Zecai, Zhang Tianxue, Sun Zhenglong, Gao Hongyan, Ai Xiaojie, Chen Weidong, Yang Guang-Zhong, Gao Anzhu, Robotic Telepresence Based on Augmented Reality and Human Motion Mapping for Interventional Medicine, IEEE Transactions on Medical Robotics and Bionics, 4, 4, 2022. Crossref

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