Training method of turner syndrome diagnosis model, diagnosis system and related equipment

Abstract

The invention relates to the field of artificial intelligence and medical treatment, in particular to a training method, a diagnosis system and related equipment for a turner syndrome diagnosis model,and aims to improve the accuracy. The training method of the turner syndrome diagnosis classification model comprises the following steps:classifyinginput image samples according to labeling information of data samples, andgeneratingcorresponding training samples and test samples according to a preset proportion; respectively constructing different initial medical classification models based on multiple neural network bases; inputting the training sample into each initial medical classification model for training and parameter adjustment to obtain a corresponding intelligent diagnosis medicalclassification model; and respectively inputting the test samples into each intelligent diagnosis medical classification model for classification, and selecting a turner syndrome diagnosis classification model according to a classification result. The diagnosis system provided by the invention comprises the diagnosis classification model obtained by training through the method, associates the same parts in the photos at different angles, extracts more potential features, and improves the accuracy.

Description

technical field [0001] The invention relates to the fields of artificial intelligence and medical treatment, in particular to a training method for a Turner syndrome diagnosis model, a diagnosis system and related equipment. Background technique [0002] Turner syndrome (Turner Syndrome, TS) is a disease caused by the deletion of an X chromosome and structural abnormalities in all or part of a female's somatic cells. , is the most common chromosomal disorder in women. [0003] At present, the diagnosis of Turner syndrome generally uses the method of chromosome karyotype analysis, and a good karyotype analysis should detect at least 30 cells. Karyotype analysis is a cumbersome, expensive and long-term diagnostic method, and primary hospitals often do not have the technical strength to complete the inspection. [0004] Patients with Turner syndrome often have specific facial changes, such as epicanthus, multi-pigmented nevus, low hairline, low-set ears, high palate arch, sma...

AI Technical Summary

Problems solved by technology

[0006] In order to solve the above-mentioned problems in the prior art, the present invention proposes a Turner syndrome diagnosis model training method, a diagnosis system and related equipment, which overcomes the existing problems such as cumbersome diagnosis process of Turner syndrome and late diagnosis time. , with high accuracy, sensitivity and specificity

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