Detection of Diseases Using Machine Learning Image Recognition Technology in Artificial Intelligence

Author:

Huang Jian123ORCID,Li Jing123ORCID,Li Zheming123,Zhu Zhu123,Shen Chen123,Qi Guoqiang123,Yu Gang1234ORCID

Affiliation:

1. Department of Data and Information, The Children’s Hospital Zhejiang University School of Medicine, Hangzhou 310052, China

2. Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou 310052, China

3. National Clinical Research Center for Child Health, Hangzhou 310052, China

4. Polytechnic Institute, Zhejiang University, Hangzhou 310052, China

Abstract

With the continuous development and improvement of artificial intelligence technology, machine learning technology has also been extensively developed, which has promoted the development of computer vision, image processing, natural language processing, and other fields. Purpose. This article aims to apply the image processing technology based on machine learning in the detection of childhood diseases and propose the application of image processing technology to the detection of childhood diseases. This article introduces machine learning, image recognition technology, and related algorithms in detail and experiments on image recognition technology based on machine learning. The experimental results show that image recognition technology based on machine learning can well identify white blood cells that are difficult to distinguish with the naked eye, with a recognition rate of up to 90%. Applying image recognition technology based on machine learning in disease diagnosis has greatly improved the level of medical diagnosis.

Funder

National Basic Research Program of China

Publisher

Hindawi Limited

Subject

General Mathematics,General Medicine,General Neuroscience,General Computer Science

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