Analyzing method and analyzing system for medical image and storage medium

A technology of medical images and analysis methods, applied in character and pattern recognition, instruments, biological neural network models, etc., can solve problems affecting the quality of life of patients, side effects, etc.

Active Publication Date: 2018-02-13
BOE TECH GRP CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] In medical misdiagnosis, serious misdiagnosis is manifested as misdiagnosing malignant tumors (cancers) as benign. Because cancer has a huge risk of death, this misdiagnosis leads to serious medical accidents; another manifestation is misdiagnosing benign tumors as benign Malignant, chemotherapy, radiotherapy, surgery and other treatments are usually used in the treatment of malignant tumors. These treatments have significant side effects and seriously affect the quality of life of patients

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  • Analyzing method and analyzing system for medical image and storage medium
  • Analyzing method and analyzing system for medical image and storage medium
  • Analyzing method and analyzing system for medical image and storage medium

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Embodiment Construction

[0034] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings of the embodiments of the present disclosure. Apparently, the described embodiments are some of the embodiments of the present disclosure, not all of them. Based on the described embodiments of the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative effort fall within the protection scope of the present disclosure.

[0035] Unless otherwise defined, the technical terms or scientific terms used in the present disclosure shall have the usual meanings understood by those skilled in the art to which the present disclosure belongs. "First", "second" and similar words used in the present disclosure do not indicate any order, quantity or importance, but are o...

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Abstract

The invention discloses an analyzing method and an analyzing system for a medical image and a storage medium. The analyzing method for the medical image is realized by a computer, and is characterizedby comprising the following steps: performing feature extraction on the medical image for training, wherein the medical image for training is provided with a tumor character label; utilizing extracted features and labels as a training dataset, and using an Adaboost method to perform iteration on an LR weak classifier, thereby obtaining an LR strong weak classifier. Therefore, the invention provides a machine learning classifying method realized through the computer, and the machine learning classifying method can accurately and efficiently model and determine whether features of tumors are bad or good, so that diagnosis reference is provided for a doctor.

Description

technical field [0001] The present disclosure relates to the field of computer image processing and, in particular, to the field of computer-implemented modeling and analysis of medical images. Background technique [0002] Misdiagnosis refers to the doctor misjudging the patient's condition and delaying the patient's treatment. This problem involves the technical level and diagnostic experience of medical personnel, and it is difficult to improve through the management system. At present, various computer-aided diagnosis and treatment and intelligent medical system (Computer Aided Diagnosis, CAD) are widely used in hospitals to reduce the rate of misdiagnosis. [0003] In medical misdiagnosis, serious misdiagnosis is manifested as misdiagnosing malignant tumors (cancers) as benign. Since cancer has a huge risk of death, this misdiagnosis leads to serious medical accidents; another manifestation is misdiagnosing benign tumors as benign Malignant, chemotherapy, radiotherapy...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/46G06K9/62G06N3/02
CPCG06N3/02G06V10/462G06F18/241
Inventor 韩立通
Owner BOE TECH GRP CO LTD
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