Dose calculation system, dose quality assurance system and storage medium
A computing system and dose technology, applied in the direction of calculation, calculation model, computer parts, etc., can solve the problems of complex modeling process, slow determination of Monte Carlo parameters, slow modeling speed of Monte Carlo dose algorithm, etc., to achieve The effect of speeding up the modeling process
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Embodiment 1
[0041] figure 1 It is a schematic flowchart of steps executed by a processor in a dose calculation system provided by Embodiment 1 of the present invention. This embodiment is applicable to the case of calculating dose distribution information. Such as figure 1 As shown, the steps performed by the processor specifically include:
[0042] S110. Acquiring dose-related parameters related to radiotherapy equipment.
[0043] In this embodiment, dose-related parameters can be understood as parameters that affect dose values. Optionally, the dose-related parameters include machine parameters, field information and at least one target position information. Wherein, the radiation field information may be the target area where the radiation points to and passes through, and specifically may be information such as the size and position of the target area. In one embodiment, the fields may be configured as square fields of different sizes with the center of the field on the central a...
Embodiment 2
[0051] figure 2 It is a schematic flowchart of steps executed by a processor in a dose calculation system provided by Embodiment 2 of the present invention. This embodiment is further optimized on the basis of the above solution. Such as figure 2 As shown, the methods include:
[0052] S210. Acquire training sample data, where the training sample data includes different sample dose parameters and sample dose information corresponding to the sample dose parameters.
[0053] In this embodiment, the training sample data can be generated based on the water tank doses of different field sizes under different machine parameters. Optionally, a Monte Carlo algorithm may be used to determine sample dose information under multiple sample dose parameters, and to determine training sample data based on the sample dose information under multiple sample dose parameters. In this embodiment, the Monte Carlo algorithm can be used to calculate the dose distribution in the water tank to re...
Embodiment 3
[0064] Figure 3a It is a flowchart of a dose prediction method provided by Embodiment 3 of the present invention. This embodiment provides a preferred embodiment on the basis of the above solutions. Such as Figure 3a As shown, the method includes
[0065] S310. Use a Monte Carlo algorithm to calculate sample dose information under different sample dose parameters, and use a dose point associated with the sample dose information as a sample dose point.
[0066] Optionally, the sample dose parameters include machine parameters, field information and at least one target position information. For specific machine parameters, shot field information and target position information, please refer to the above-mentioned embodiments, which will not be repeated here.
[0067] S320. Select 85% of sample dose points as training dose points, and the remaining 15% of sample dose points as test dose points.
[0068] 85% of the total number of sample dose points can be selected as train...
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