Real-Time Radiation Treatment Planning with Optimality Guarantees via Cluster and Bound Methods
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[1] Anil K. Jain,et al. Data clustering: a review , 1999, CSUR.
[2] Steve B. Jiang,et al. A new column-generation-based algorithm for VMAT treatment plan optimization , 2012, Physics in medicine and biology.
[3] D. Craft. Local beam angle optimization with linear programming and gradient search , 2007, Physics in medicine and biology.
[4] Stephen P. Boyd,et al. Generalized Low Rank Models , 2014, Found. Trends Mach. Learn..
[5] Timothy C Y Chan,et al. Predicting objective function weights from patient anatomy in prostate IMRT treatment planning. , 2013, Medical physics.
[6] Lei Xing,et al. An Adaptive Planning Strategy for Station Parameter Optimized Radiation Therapy (SPORT): Segmentally Boosted VMAT , 2013 .
[7] H. Edwin Romeijn,et al. A Response Surface Approach to Beam Orientation Optimization in Intensity-Modulated Radiation Therapy Treatment Planning , 2009, INFORMS J. Comput..
[8] Christos Boutsidis,et al. Randomized Dimensionality Reduction for $k$ -Means Clustering , 2011, IEEE Transactions on Information Theory.
[9] Uwe Oelfke,et al. Spherical cluster analysis for beam angle optimization in intensity-modulated radiation therapy treatment planning , 2010, Physics in medicine and biology.
[10] David Craft,et al. How many plans are needed in an IMRT multi-objective plan database? , 2008, Physics in medicine and biology.
[11] Stephen P. Boyd,et al. Block splitting for distributed optimization , 2013, Mathematical Programming Computation.
[12] Lei Xing,et al. Nonisocentric treatment strategy for breast radiation therapy: a proof of concept study. , 2014, International journal of radiation oncology, biology, physics.
[13] Martin W. P. Savelsbergh,et al. An Automated Intensity-Modulated Radiation Therapy Planning System , 2010, INFORMS J. Comput..
[14] Linghong Zhou,et al. Automatic treatment plan re-optimization for adaptive radiotherapy guided with the initial plan DVHs , 2013, Physics in medicine and biology.
[15] S. P. Lloyd,et al. Least squares quantization in PCM , 1982, IEEE Trans. Inf. Theory.
[16] Jack J. Dongarra,et al. An extended set of FORTRAN basic linear algebra subprograms , 1988, TOMS.
[17] Ke Sheng,et al. 4π noncoplanar stereotactic body radiation therapy for centrally located or larger lung tumors. , 2013, International journal of radiation oncology, biology, physics.
[18] Alan Edelman,et al. Julia: A Fresh Approach to Numerical Computing , 2014, SIAM Rev..
[19] T. Bortfeld,et al. Accelerating IMRT optimization by voxel sampling , 2007, Physics in medicine and biology.
[20] Xun Jia,et al. A DVH-guided IMRT optimization algorithm for automatic treatment planning and adaptive radiotherapy replanning. , 2014, Medical physics.
[21] Horst W. Hamacher,et al. A New Sequential Extraction Heuristic for Optimizing the Delivery of Cancer Radiation Treatment Using Multileaf Collimators , 2009, INFORMS J. Comput..
[22] Wei Chen,et al. Multicriteria VMAT optimization. , 2011, Medical physics.
[23] David Craft,et al. A fast optimization algorithm for multicriteria intensity modulated proton therapy planning. , 2010, Medical physics.
[24] Timothy C. Y. Chan,et al. Generalized Inverse Multiobjective Optimization with Application to Cancer Therapy , 2014, Oper. Res..
[25] Sasa Mutic,et al. Clinical implementation of dose-volume histogram predictions for organs-at-risk in IMRT planning , 2014 .
[26] Justin J Boutilier,et al. Sample size requirements for knowledge-based treatment planning. , 2016, Medical physics.
[27] Andreas T. Ernst,et al. An Exact Method for the Minimum Cardinality Problem in the Treatment Planning of Intensity-Modulated Radiotherapy , 2009, INFORMS J. Comput..
[28] Allen Holder,et al. A clustering approach for optimizing beam angles in IMRT planning , 2009 .
[29] D. Sculley,et al. Web-scale k-means clustering , 2010, WWW '10.
[30] Karl Otto,et al. Real-time interactive treatment planning , 2014, Physics in medicine and biology.
[31] L Xing,et al. Optimization of rotational arc station parameter optimized radiation therapy. , 2016, Medical physics.
[32] Sasa Mutic,et al. Predicting dose-volume histograms for organs-at-risk in IMRT planning. , 2012, Medical physics.
[33] Dick den Hertog,et al. Enhancement of Sandwich Algorithms for Approximating Higher Dimensional Convex Pareto Sets , 2009, INFORMS J. Comput..
[34] Joseph O Deasy,et al. Quantitative Analyses of Normal Tissue Effects in the Clinic (QUANTEC): an introduction to the scientific issues. , 2010, International journal of radiation oncology, biology, physics.
[35] L Xing,et al. SU-E-T-295: Simultaneous Beam Sampling and Aperture Shape Optimization for Station Parameter Optimized Radiation Therapy (SPORT). , 2014, Medical physics.
[36] Leyuan Shi,et al. Solving Beam-Angle Selection and Dose Optimization Simultaneously via High-Throughput Computing , 2009, INFORMS J. Comput..
[37] Charles L. Lawson,et al. Basic Linear Algebra Subprograms for Fortran Usage , 1979, TOMS.
[38] Dimitris Bertsimas,et al. Nonconvex Robust Optimization for Problems with Constraints , 2010, INFORMS J. Comput..
[39] Ke Sheng,et al. 4π non-coplanar liver SBRT: a novel delivery technique. , 2013, International Journal of Radiation Oncology, Biology, Physics.
[40] Rui Xu,et al. Clustering Algorithms in Biomedical Research: A Review , 2010, IEEE Reviews in Biomedical Engineering.
[41] Fernando Alonso,et al. Multicriteria Optimization in Intensity Modulated Rediotherapy Planning , 2009 .
[42] Marina A. Epelman,et al. Costlets: A Generalized Approach to Cost Functions for Automated Optimization of IMRT Treatment Plans , 2005 .
[43] Dick den Hertog,et al. A Method for Approximating Univariate Convex Functions using Only Function Value Evaluations , 2007, INFORMS J. Comput..
[44] L. Xing,et al. Incorporating prior knowledge into beam orientation optimization in IMRT. , 2002, International journal of radiation oncology, biology, physics.
[45] Fernando Alonso,et al. IMRT planning on adaptive volume structures—a decisive reduction in computational complexity , 2005, Physics in medicine and biology.
[46] Jack J. Dongarra,et al. A set of level 3 basic linear algebra subprograms , 1990, TOMS.
[47] E. Yorke,et al. Reduced-order constrained optimization in IMRT planning , 2008, Physics in medicine and biology.
[48] T. Bortfeld,et al. Improved planning time and plan quality through multicriteria optimization for intensity-modulated radiotherapy. , 2012, International journal of radiation oncology, biology, physics.
[49] Dr. R. C. Thool,et al. Heterogeneous Computing Based K-Means Clustering Using Hadoop-MapReduce Framework , 2013 .
[50] David L Craft,et al. Approximating convex pareto surfaces in multiobjective radiotherapy planning. , 2006, Medical physics.
[51] Joel A. Tropp,et al. Topics in sparse approximation , 2004 .
[52] H. Romeijn,et al. Interior point algorithms: guaranteed optimality for fluence map optimization in IMRT , 2010, Physics in medicine and biology.
[53] Stephen J. Wright,et al. An Optimization Framework for Conformal Radiation Treatment Planning , 2007, INFORMS J. Comput..
[54] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[55] Anders Forsgren,et al. An Algorithm for Approximating Convex Pareto Surfaces Based on Dual Techniques , 2013, INFORMS J. Comput..
[56] H. Romeijn,et al. A novel linear programming approach to fluence map optimization for intensity modulated radiation therapy treatment planning. , 2003, Physics in medicine and biology.
[57] Christopher Fougner,et al. Parameter Selection and Preconditioning for a Graph Form Solver , 2015, 1503.08366.