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An analysis method of an automatic blood smear morphology analysis device based on machine vision

A morphological analysis and analysis method technology, applied in the fields of mechanical structure and image processing, and intelligent medical devices, can solve the problems of insufficient automation of blood smears, inability to meet the needs of patients' treatment, and too many human resources, so as to get rid of subjective factors, Simple and lightweight structure, high precision

Active Publication Date: 2022-03-15
UNIV OF ELECTRONICS SCI & TECH OF CHINA
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Problems solved by technology

At present, the degree of automation for blood smear observation is not high enough, the cost is high, and the human resources required are relatively large, which cannot meet the treatment needs of the vast number of patients in China.

Method used

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  • An analysis method of an automatic blood smear morphology analysis device based on machine vision
  • An analysis method of an automatic blood smear morphology analysis device based on machine vision
  • An analysis method of an automatic blood smear morphology analysis device based on machine vision

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Embodiment Construction

[0048] In order to more clearly illustrate the purpose, technical solutions and advantages of the present invention, the present invention will be further described in detail with reference to the accompanying drawings and examples. However, the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0049] see Figure 5 The system block diagram of the automatic blood smear cell shape intelligent recognition and analysis system, the system includes: the upper computer software processing system, the lower computer hardware motion control device, the main control board, the motion limit sensor, the optical system, and the CCD biological camera; the optical system passes through The CCD bio-camera is connected with the upper computer software processing system, and the blood smear image is converted into digital information and transmitted to the upper computer software processing system. The upper computer softwa...

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Abstract

The invention discloses a fully automatic blood smear morphology analysis system based on machine vision, relates to the technical field of medical equipment, and includes an optical system unit, a software processing unit of an upper computer, and a hardware unit of a lower computer. The optical system unit includes a biological microscope imaging system and a CCD biological camera. The upper computer software processing unit includes a user control interface module, a blood smear image processing module, and an upper and lower computer communication module. The hardware unit of the lower computer includes a focusing movement module and an image acquisition movement module. The digital image of the blood smear is collected through the optical system unit, and the machine learning algorithm of the host computer software processing unit recognizes and processes the characteristics of the blood smear image, classifies and counts different types of white blood cells, and displays the processing results through the graphical user interface. The monocular microscope is equipped with a reflective light source, which greatly simplifies the optical structure and realizes fast imaging; it provides a fully automatic blood smear morphology analysis system with high work efficiency, high precision and high automation level.

Description

technical field [0001] The invention relates to the technical field of intelligent medical equipment, in particular to the fields of mechanical structure and image processing. Background technique [0002] Blood cell analysis is one of the most important and popular clinical testing items, which plays an important role in the prevention, diagnosis, differential diagnosis and prognosis of many diseases. For routine blood tests, the more commonly used test method is the automatic blood cell analyzer. This test method has relatively high precision, simple operation, and fast response speed, so it is used more in clinical practice, but it is only carried out by relying on the automatic blood cell analyzer. The recognition accuracy of cell morphology is relatively low. Therefore, this test method can only be used as a preliminary screening method for morphology. For the abnormal samples screened by the automatic hematology analyzer, then use the microscope to review to obtain m...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01N15/14G01N35/00G06T7/00G06T7/11
CPCG01N15/1434G01N35/00584G06T7/0012G06T7/11G01N2015/1486G01N2015/1488G01N2015/1497G06T2207/10024G06T2207/10056G06T2207/30024G06T2207/30242G01N15/1433
Inventor 刘霖于腾李佼傅小明张静刘娟秀杜晓辉倪光明刘永
Owner UNIV OF ELECTRONICS SCI & TECH OF CHINA
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