Utilizing Problem Structure in Optimization of Radiation Therapy

Optimizing volumetric modulated arc therapy prostate planning ...

In radiotherapy treatment planning, optimization is essential for achieving the most favorable plan by adjusting optimization criteria.

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Shepard, Ferris [1] presented several constrained optimization models for the intensity-modulated radiation therapy (IMRT) treatment planning problem. In this ...

Using Artificial Intelligence for Optimization of the Processes and ...

The radiotherapy (RT) process from planning to treatment delivery is a multistep, complex operation involving numerous levels of ...

An Integrated Physical Optimization Framework for Proton ...

An Integrated Physical Optimization Framework for Proton Stereotactic Body Radiation Therapy FLASH Treatment ... FLASH radiotherapy using ...

Large-scale optimization models used in the healthcare industry

Discover how Artelys Knitro and AMPL quickly enabled the planning of radiotherapy for cancer patients by integrating dosage constraints!

spot optimization in intensity‐modulated proton therapy for ...

solve an optimization problem using FISTA, the problem ... A column generation approach to radiation therapy treatment planning using aperture modula- tion.

Convex reformulation of biologically-based multi-criteria intensity ...

Finding fluence maps for intensity-modulated radiation therapy (IMRT) can be formulated as a multi-criteria optimization problem for which ...

Fluence map optimisation for prostate cancer intensity modulated ...

Treatment plan optimization using linear programming. Med Phys. 1991;18(2):141-152. 10. Allen H. Designing radiotherapy plans with elastic constraints and ...

AAPM Report No 166

Biological Models Used for Treatment Plan Optimization in CMS Monaco. Structure ... Physical and Biological Dose Optimization Using Inverse. Radiation Therapy ...

Optimizing the Delivery of Radiation Therapy to Cancer Patients

An additional challenge stems from the sizable amount of data and the large number of variables that are involved in each optimization. This paper presents ...

Temporal Optimization of Radiation Therapy to Heterogeneous ...

In this paper, we generalize the problem of temporal optimization of dose distribution of radiation therapy to a two cell type model.

Prioritizing treatment goals as a basis for IMRT treatment planning

Treatment planning for intensity modulated radiation therapy (IMRT) is challenging due to both the size of the computational problems (thousands of ...

Optimization Approaches for Intensity Modulated Proton Therapy ...

Regarding the utilization of robust optimization in radiation therapy treatment planning, ... accomplished in two ways: via the GUI or using the Matlab structure ...

A feasibility study for predicting optimal radiation therapy dose ...

With the advancement of treatment modalities in radiation therapy for cancer patients, outcomes have improved, but at the cost of increased ...

Optimization of Beam Orientations in Intensity Modulated Radiation ...

The majority of radiation therapy treatments are performed using high ... The utilized version of the optimization problem (4.1) was especially designed to ...

DE-FG07-99ID13774 The Adjoint Method for the Optimization of ...

utilized in GAMS to optimize treatment plans for the permanent prostate radioactive source implants. ... planning is essentially an optimization problem. Source ...

A Successive LP Approach with C-VaR Type Constraints for IMRT ...

Radiation therapy is a treatment that uses several beams of ionizing radiation against cancer tumors, using a property that the beam irradiation ...

Superiorization of projection algorithms for linearly constrained ...

Numerical optimization methods lie at the heart of state-of-the-art inverse treatment planning for intensity-modulated radiation therapy (IMRT) (1). Usually, a ...

specific efficacy and toxicity estimates in radiation therapy plan ...

after optimization using the original functions.The result- ing linear optimization problems were solved using a third-party commercial ...

Justification and optimization | IAEA

Has the clinical problem been ... radiation therapy, nuclear medicine). The medical physicist has responsibilities in the optimization of radiation ...