Brain tumor scalp positioning image processing method and system

A brain tumor, image location technology, applied in image data processing, image enhancement, image analysis and other directions, can solve problems such as reducing work efficiency, increasing the workload of medical staff, and spending a long time, to improve segmentation efficiency, reduce Physician workload and the effect of improving classification accuracy

Pending Publication Date: 2020-06-26
WEST CHINA HOSPITAL SICHUAN UNIV
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Problems solved by technology

[0004] (1) The existing brain tumor scalp positioning image processing system requires manual positioning of the tumor location, which reduces work efficiency
[0005] (2) During the analysis of the status information of the tumor by the existing brain tumor scalp positioning image processing system, it takes a long time for the medical staff to analyze the shape characteristics of the tumor, which increases the workload of the medical staff

Method used

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  • Brain tumor scalp positioning image processing method and system
  • Brain tumor scalp positioning image processing method and system
  • Brain tumor scalp positioning image processing method and system

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Embodiment Construction

[0072] In order to make the object, technical solution and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0073] Aiming at the problems existing in the prior art, the present invention provides a brain tumor scalp localization image processing method and system. The present invention will be described in detail below with reference to the accompanying drawings.

[0074] Such as figure 1 As shown, the brain tumor scalp localization image processing method provided by the present invention comprises the following steps:

[0075] S101: Collect brain tumor image data with medical imaging equipment through the brain image collection module.

[0076] S102: According to the collected brain tumor image data, the main control module p...

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Abstract

The invention belongs to the technical field of brain tumor scalp positioning image processing, and discloses a brain tumor scalp positioning image processing method and system. The brain tumor scalppositioning image processing system comprises a brain image acquisition module, a main control module, an image enhancement module, an image segmentation module, a classification module, a tumor labeling module, a scalp positioning module and a display module. According to the invention, automatic segmentation is carried out on the MRI brain tumor image by using existing data set resources and related computer vision, machine learning and deep learning technologies through the image segmentation module, so that the workload of doctors can be effectively reduced and the segmentation efficiencycan be improved; meanwhile, the brain tumor position is positioned through the scalp positioning module and the medical positioning mechanism, the tumor position can be accurately positioned, the success rate of an operation is increased, the working efficiency is improved, and the workload of medical staff is reduced.

Description

technical field [0001] The invention belongs to the technical field of brain tumor scalp localization image processing, and in particular relates to a brain tumor scalp localization image processing method and system. Background technique [0002] Brain tumors include benign tumors and malignant tumors. Benign tumors mainly include meningiomas, schwannomas, and pituitary tumors; malignant tumors mainly include gliomas and metastatic tumors. The best treatment is surgical resection. Unresectable and malignant tumors are characterized by extensive intracranial infiltration and extensive surgical resection is extremely difficult. Primary brain tumors include intracranial extracerebral tumors and intracranial tumors. Intracerebral tumors mainly include glioma, glioblastoma, neuroblastoma and metastatic tumors. Extracerebral tumors mainly include meningiomas and pituitary tumors. , schwannomas, chordomas, teratomas, and pineal region tumors. However, the existing brain tumor sc...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11G06T5/40G06T5/00G06N3/08G06N3/04G06K9/62
CPCG06T7/0012G06T7/11G06T5/40G06T5/002G06N3/08G06T2207/10088G06T2207/20081G06T2207/20084G06T2207/30016G06T2207/30096G06V2201/03G06N3/045G06F18/2135G06F18/2411
Inventor 吴敏刘浩徐建国
Owner WEST CHINA HOSPITAL SICHUAN UNIV
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