Neonatal jaundice recognition device, equipment and system based on artificial intelligence

Abstract

The invention discloses a neonatal jaundice recognition device, equipment and system based on artificial intelligence. The device collects a large number of historical neonatal jaundice images and extracts the features of the images to obtain training samples and inputs the training samples into a fine-grained classification model for training to obtain a neonatal jaundice recognition model. Lastly, a camera shoots a current neonatal jaundice image, the target features of the image are extracted according to the feature extraction method, and then the target features are introduced into the trained neonatal jaundice recognition model, thereby obtaining the jaundice level corresponding to the image. Thus it can be seen that the device can achieve recognition of neonatal jaundice, prevents auser from going to and from the hospital, reduces general expenses and has higher efficiency. The neonatal jaundice recognition equipment based on the artificial intelligence corresponds to the abovedevice, and therefore, the equipment has the above advantages.

Description

technical field [0001] The invention belongs to the technical field of artificial intelligence identification, and in particular relates to an artificial intelligence-based neonatal jaundice identification device. Background technique [0002] Neonates refer to the period from the time when the fetus is delivered from the mother and the umbilical cord is ligated to 28 days after birth. Due to a variety of reasons, such as high bilirubin production in newborns, insufficient ability to transport bilirubin, immature liver function development, and characteristics of enterohepatic circulation, etc., about 50%-60% of the blood flow occurs within 2 to 3 days after birth. Full-term infants and more than 80% of premature infants develop jaundice. Mild jaundice is harmless to most newborns. It is a symptom of normal development and does not require special treatment. However, severe jaundice and some high-risk factors may cause harm to newborns. The most serious is the nerve damage...

AI Technical Summary

Problems solved by technology

In the prior art, only doctors can diagnose whether the newborn has jaundice and whether it needs treatment, while parents can only suspect that the newborn has jaundice through experience and the discomfort of the newborn. Because of this, parents cannot determine whether it is Jaundice, and whether it affects the health of the newborn, requires frequent trips to and from the hospital

In fact, not all newborns admitted to the hospital need relevant treatment, which causes unnecessary worries for parents and increases in various expenses, and the efficiency is also very low

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