Effect prediction method and device, storage medium and electronic equipment

A prediction method and technology of a prediction system, applied in the field of information processing, can solve problems such as complex and changeable human body information, difficulty in meeting high-accuracy prediction effects, and achieve the effect of improving accuracy

Pending Publication Date: 2022-02-11
深圳市联影高端医疗装备创新研究院
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Problems solved by technology

[0003] In the current radiotherapy treatment plan, the selection of different radiotherapy plans and the verification of radiotherapy plans rely more on the clinical experience

Method used

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  • Effect prediction method and device, storage medium and electronic equipment
  • Effect prediction method and device, storage medium and electronic equipment
  • Effect prediction method and device, storage medium and electronic equipment

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[0025] The present invention is further detailed below with reference to the accompanying drawings and examples. It will be appreciated that the specific embodiments described herein are merely illustrative of the invention and are not limited thereto.

[0026] It will also be noted that in order to facilitate the description, only the parts related to the present invention are shown in the drawings rather than all content. It should be mentioned before discussing exemplary embodiments in more detail, some exemplary embodiments are described as a process or method as a flowchart depiction. While the flowchart describes the operation (or step), many of these operations may be implemented in parallel, concurrently or simultaneously. In addition, the order in which each operation can be rearranged. The processing can be terminated when its operation is completed, but may also have additional steps not included in the drawings. The process can correspond to methods, functions, procedu...

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Abstract

The embodiment of the invention discloses an effect prediction method and device, a storage medium and electronic equipment. The method comprises the steps of: acquiring multi-modal information of a current object, and inputting the multi-modal information into an effect prediction system, which comprises a feature extraction module, a feature fusion module and an effect prediction module of all modal information; and acquiring a prediction effect output by the effect prediction system. According to the technical scheme, the multi-modal information of the current object is input into the effect prediction system, feature extraction, information fusion and effect prediction of the multi-modal information are achieved, fusion of the multi-modal information is achieved through feature extraction and information fusion of the multi-modal information, and therefore the accuracy of the prediction effect is improved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of information processing, and in particular, to an effect prediction method, device, storage medium, and electronic equipment. Background technique [0002] Radiation therapy is one of the main ways to treat cancer. It can kill cancer cells with rays. In radiotherapy, the physicist will design a radiotherapy plan (adjusting the angle of the gantry, field of view, multi-page grating shape and radiation dose, etc.) according to the doctor's dose prescription, so as to protect the normal organs to the maximum extent and allow cancer lesion tissues to receive sufficient doses. X-ray exposure, so as to achieve the purpose of treating cancer. [0003] In the current radiotherapy treatment plan, the selection of different radiotherapy plans and the verification of radiotherapy plans rely more on the clinical experience of physicists and doctors, but the human body information is complex ...

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Application Information

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IPC IPC(8): G06F30/20G06F119/02
CPCG06F30/20G06F2119/02
Inventor 贾乐成
Owner 深圳市联影高端医疗装备创新研究院
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