Patient pulse condition diagnosis system based on neural network

Abstract

The invention discloses a pulse condition diagnosis system based on a neural network. The pulse condition diagnosis system comprises a pulse diagnosis sleeve for acquiring wrist pulse pulsation data of a patient and a pulse condition diagnosis system based on the neural network. A wrist pulse receptor of the pulse diagnosis sleeve is a device for acquiring wrist pulse beat data of a patient, the pulse diagnosis sleeve is connected with a pulse condition diagnosis system of a computer and used for data transmission, and a sensor is arranged in the pulse diagnosis sleeve and used for accurately sensing the wrist pulse beat data of the patient. The core technology of the diagnosis system comprises the following steps: acquiring wrist pulse information data of a patient; dividing the wrist pulse information sample of the patient; extracting features of the wrist pulse information of the patient; and constructing a patient pulse symbology type recognition model based on a neural network. The pulse condition pulsation features are extracted by using CSPDarknet53, a pulse diagnosis recognition module is constructed on a verification set, a pulse diagnosis data set is re-clustered by using a K-means algorithm, and accurate and representative pulse condition classification is obtained.

Description

technical field [0001] The invention relates to a pulse condition diagnosis system based on a neural network, which belongs to the field of artificial intelligence deep learning. Background technique [0002] Among the four basic diagnostics of traditional Chinese medicine, pulse detection is an extremely important diagnostic link. It can not only directly reflect the overall health status of patients, but also provide auxiliary diagnostic factors for many specific diseases. However, the training of a doctor's ability to diagnose pulses It often takes a very long time and enough patient samples for training, which makes it difficult for some young doctors to improve the pulse diagnosis ability, and makes it difficult for doctors to trust the level of pulse diagnosis. Therefore, the invention of this paper To a certain extent, it also promotes the doctor-patient relationship. [0003] In the existing TCM pulse diagnosis technology, the doctor perceives the patient's pulse am...

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Problems solved by technology

[0002] Among the four basic diagnoses of traditional Chinese medicine, TCM pulse is an extremely important diagnostic link. It can not only directly reflect the overall health status of the patient, but also provide auxiliary diagnostic factors for many specific diseases. However, the training of a doctor's ability to diagnose pulse It often takes a very long time and enough patient samples for training. This situation makes it difficult for some young doctors to improve their pulse diagnosis ability, making it difficult for doctors to gain trust in their pulse diagnosis level. Therefore, the invention of this paper To a certain extent, it also promotes the relationship between doctors and patients.

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