A Unified Approach For Respiratory Motion Prediction and Correlation with Multi-Task Gaussian Processes, in: IEEE International Workshop on Machine Learning for Signal Processing, Reims, France, pages 1--6, 2014 | , , , , and ,
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Controlling motion prediction errors in radiotherapy with relevance vector machine (2014), in: International Journal of Computer Assisted Radiology and Surgery(in press) | , and ,
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Exploiting probabilistic uncertainty measures for respiratory motion prediction, in: Proceedings of the 28th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS'14), Fukuoka, Japan, pages 59, 2014 | , and ,
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From Univariate to Multivariate Respiratory Motion Compensation - A Bayesian Way to Increase Treatment Accuracy in Robotic Radiotherapy, Universität zu Lübeck, 2014 | ,
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Gaussian Process models for respiratory motion compensation, in: Proceedings of the 28th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS'14), Fukuoka, Japan, pages 286-287, 2014 | , , and ,
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Multi-task Gaussian process models for biomedical applications, in: Proceedings of the International Conference on Biomedical and Health Informatics (IEEE BHI), Valencia, Spain, pages 492-495, 2014 | , , , and ,
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Multi-task Gaussian Processes for Multivariate Physiological Time-Series Analysis (2014), in: IEEE Transactions on Biomedical Engineering, 62:1(314--322) | , , , and ,
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Multivariate respiratory motion prediction (2014), in: Physics in Medicine and Biology, 59:20(6043) | , , , and ,
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Respiratory motion prediction with surface EMG features, in: Proceedings of the 28th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS'14), Fukuoka, Japan, pages 290-291, 2014 | , , and ,
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Tissue Thickness Estimation for High Precision Head-Tracking using a Galvanometric Laser Scanner - A Case Study, in: 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '14), EMBS, Chicago, IL, pages 3106-3109, IEEE, 2014 | , , , , , and ,
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Atemphasenabhängige Prädiktionsfehler in der extrakraniellen stereotaktischen Strahlentherapie, Deutschen Gesellschaft für Radioonkologie (DEGRO), Berlin, Germany, 2013 | , , , , and ,
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Correlation and variation of a multi-modal sensor setup for respiratory motion prediction and correlation, in: 55th Annual Meeting & Exhibition of AAPM, American Association of Physicists in Medicine (AAPM), Indianapolis, USA, pages 186, 2013 | , , , , and ,
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Evaluating and comparing algorithms for respiratory motion prediction (2013), in: Physics in Medicine and Biology, 58:11(3911-3929) | , , and ,
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Evaluation of the potential of multi-modal sensors for respiratory motion prediction and correlation, in: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 13), Osaka, Japan, pages 5678 - 5681, 2013 | , , , , and ,
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Multi-modal respiratory motion prediction using sequential forward selection method, in: 12. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), CURAC, pages 183-187, 2013 | , , and ,
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Optimized order estimation for autoregressive models to predict respiratory motion, in: Proceedings of the 27th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS'13), Heidelberg, Germany, pages accepted for publication, 2013 | , and ,
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Optimized order estimation for autoregressive models to predict respiratory motion (2013), in: International Journal of Computer Assisted Radiology and Surgery, 8:6(1037-1042) | , and ,
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Respiratory Motion Compensation with Relevance Vector Machines, in: MICCAI 2013, Part II, MICCAI, Nagoya, Japan, pages 108-115, Springer, 2013 | , , and ,
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Efficient SVR model update approaches for respiratory motion prediction, in: 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirugie (CURAC), CURAC, 2012 | , and ,
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Evaluation of a wavelet-based least mean square algorithm for prediction of respiratory movements, The Radiosurgery Society, Carlsbad, CA, USA, pages accepted for publication, 2012 | , , and ,
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Evaluation of a wavelet-based least mean square motion prediction algorithm for lung and liver patients, in: ESTRO 31, Barcelona, Spain, pages S12-S13, 2012 | , , , , , and ,
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Prediction of respiratory Motion using Wavelet-based Support Vector Regression, in: Proceedings of the 2012 {IEEE} International Workshop on Machine Learning for Signal Processing ({MLSP}), IEEE Signal Processing Society, Santander, Spain, pages 1-6, 2012 | , and ,
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