Inverse treatment planning method of treatment plan and treatment planning system

A technology for treatment planning and planning, applied in computing, special data processing applications, instruments, etc., can solve problems such as high experience and skill requirements, time-consuming, and limited collimator size for planners, and achieve reduced requirements and reduced sensitivity. , to achieve a simple effect

Inactive Publication Date: 2011-09-14
SHEN ZHEN HYPER TECH SHENZHEN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the limited size of collimators available for Gamma Knife, treatment planning usually requires multiple targets to be irradiated, so many parameters need to be adjusted, especially when the target volume is large and irregular, or the target is close When there is a healthy organization, this is a very time-consuming process while demanding the experience and skills of the plan designer

Method used

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  • Inverse treatment planning method of treatment plan and treatment planning system
  • Inverse treatment planning method of treatment plan and treatment planning system
  • Inverse treatment planning method of treatment plan and treatment planning system

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Experimental program
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Embodiment approach

[0087] One embodiment, step 112 includes:

[0088] Step 1120: Encoding the parameters included in the initial treatment plan to form a first sequence;

[0089] Step 1122: Perform random inversion operation on the bits of the first sequence to form the second sequence;

[0090] Step 1124: Decode the second sequence to obtain an individual treatment plan;

[0091] Step 1126: Repeat steps 1120 to 1124 until the individual treatment plans of the population size are formed.

[0092] The above encoding may include any one of binary encoding, real number encoding or Gray code encoding.

[0093] In one implementation, mating can perform the following operations:

[0094] Step S1: Randomly select two individual treatment plans in the population individual treatment plans;

[0095] Step S2: randomly select a positive integer M, M is greater than 0 and less than or equal to the bit length of the individual treatment plan, and exchange the digits after the Mth digit of the two randoml...

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Abstract

The invention discloses an inverse treatment planning method of a treatment plan. The method comprises the following steps of: A, inputting a medical image of a patient; B, drawing tissue outlines of a body surface, a target body and injured organs of the patient; C, setting an inverse planning target; D, creating an initial treatment plan; E, setting iterative optimization parameters; F, generating an individual treatment plan; G, calculating a dose field of the individual treatment plan; H, selecting a current optimum plan according to the dose field; I, executing the step L if a difference value between the current optimum plan and the inverse planning target is smaller than a preset first threshold value, or executing the next step; J, executing the step L if the number of times of evolution is equal to the number of frequencies of population evolution, or executing the next step; K, evolving generation to new-generation population by mating and/or variation, and executing the step G; and L, stopping the population evolution and outputting the current optimum plan. The invention also discloses a treatment planning system. By adoption of a population evolution method based on a gene algorithm, iteration is carried out by a mating or variation method, so that the whole iterative process is simple and efficient.

Description

technical field [0001] The invention relates to a radiotherapy planning technology, in particular to a radiotherapy planning reverse planning method and a treatment planning system. Background technique [0002] Stereotactic radiosurgery or stereotactic radiosurgery are two common radiotherapy techniques in radiotherapy, and the common devices are Gamma Knife based on cobalt-60 radiation source and X-Knife based on electron accelerator. The former usually uses multiple cobalt-60 radiation sources to focus on irradiation, so that the target body receives high-dose uniform irradiation while the surrounding healthy tissues receive low dose to achieve the purpose of controlling or eradicating lesions. Before radiation therapy can be administered with the Gamma Knife device, an acceptable radiation treatment plan usually needs to be developed. Gamma Knife treatment planning is usually done manually in an interactive and iterative manner. This is a forward planning process, that...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00G06N3/12
Inventor 卿侯刘启平崔智
Owner SHEN ZHEN HYPER TECH SHENZHEN
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