The invention relates to a method and a system for constructing a knowledge base for assisted diagnosis and treatment based on word vectors The method comprises the following steps: acquiring patient description; matching the keywords in the patient description based on the expanded disease-disease-related factor dictionary constructed based on the word vectors, and extracting medicine-related words and expression from the patient description; detecting whether the extracted words and expression are in the standard disease-disease-related factor dictionary; calculating the score of the disease based on the detecting result and according to related score of the disease corresponding to the disease-related factors obtained from the expanded diseases-disease-related factor dictionary; sequencing the score of the disease; determining the disease according to the sequencing result With the adoption of the method and the system, the technical problem of how to predicate orally-described disease of a patient can be solved

Method and system for constructing knowledge base for assisted diagnosis and treatment based on word vectors

The invention provides an intelligent traditional Chinese medicine comprehensive diagnosis and treatment system based on deep learning. The constructed intelligent traditional Chinese medicine comprehensive diagnosis and treatment system should comprise an inspection acquisition subsystem, a listening and smelling acquisition subsystem, an inquiry acquisition subsystem, a pulse diagnosis acquisition subsystem and a comprehensive analysis subsystem, wherein the inspection acquisition subsystem acquires local image information such as the face and the tongue body of a patient; the listening and smelling acquisition subsystem acquires sound information such as voice, breathing and cough of the patient; the inquiry acquisition subsystem acquires symptom information of the patient in an interactive interrogation reply mode; the pulse diagnosis acquisition subsystem acquires pulse signals of the patient; and the comprehensive analysis subsystem comprehensively analyzes information data obtained by the subsystem by using a deep learning related theory and the technology, a diagnosis result is obtained, and a suggested prescription is given. By the intelligent traditional Chinese medicine comprehensive diagnosis and treatment system based on deep learning, combination of inspection, listening and smelling, inquiry and pulse diagnosis of the traditional Chinese medicine is realized, a comprehensive and detailed diagnosis result is obtained by the aid of the deep learning theory, and therefore, the system brings convenience for the patient to see a doctor.

Intelligent traditional Chinese medicine comprehensive diagnosis and treatment system based on deep learning

The embodiment of the invention provides a data processing method and device, a computer readable storage medium and electronic equipment, and relates to the technical field of computers. The method includes obtaining transaction information of the current product, and converting the audio information, the image information and the first text information into a current word vector; inputting the current word vector into a trained text classification model, and outputting a target compliance risk type corresponding to the current transaction information; obtaining a compliance judgment libraryof the target industry; and inputting the product information of the current product into the compliance judgment library, and outputting a compliance risk identification result of the current product. In the technical scheme of the embodiment of the invention, the word vector converted from the current transaction information is input into the text classification model, and the product information of the current product is input into the compliance judgment library, so that the compliance condition of the current transaction information and the compliance risk of the current product can be conveniently and intelligently obtained.

Data processing method and device, medium and electronic equipment

The invention provides a method and device for determining a traditional Chinese medicine (TCM) diagnosis mode. A personalized diagnosis mode of a target TCM can be determined. The method comprises the following steps: acquiring at least one medical case of the target TCM, wherein the medical case comprises symptoms and syndromes; normalizing the symptoms and the syndromes in each medical case according to a TCM basic theoretical knowledge graph constructed in advance; aiming at each medical case, regarding the normalized symptom as a starting node and the normalized syndrome as a terminating node, acquiring a path between the starting node and the terminating node as the path of each medical case according to the TCM basic theoretical knowledge graph constructed in advance; and determining the diagnosis mode of the target TCM according to the acquired path of each medical case. The method and device provided by the invention are suitable for the technical field of TCM.

Method and device for determining traditional Chinese medicine diagnosis mode

The invention provides a traditional Chinese medicine auxiliary diagnosis system and can help doctors to discover health hazards of patients in advance on the basis of existing symptoms and realize the function of auxiliary disease diagnosis. The system includes an information preprocessing module used for encoding the inputted patient medical record information to generate a corresponding discrete binarized data sequence, a symptom prediction module used for utilizing a hierarchical real-time memory model to predict future symptoms of the patients according to the generated discrete binarizeddata sequence, and an auxiliary diagnosis module used for performing similarity matching of the predicted future symptoms of the patients and a pre-established prestigious Chinese physician knowledgedatabase and extracting from the prestigious Chinese physician knowledge database, several diagnostic programs with the highest similarity to the predicted symptoms. The system relates to the technical field of intelligent guidance and automatic computer diagnosis.

Traditional Chinese medicine auxiliary diagnosis system

The present invention discloses a traditional Chinese medicine (TCM) clinical medical record based disease diagnose and treatment method and system. The method comprises: obtaining TCM clinical medical record data, wherein the TCM clinical medical record data comprises clinical symptoms; converting the TCM clinical medical record data into a high-dimensional feature vector, wherein the high-dimensional feature vector reflects correlation among clinical symptoms; matching the high-dimensional feature vector with a famous doctor medical record database; if the match is successful, determining a disease diagnose and treatment suggestion from the famous doctor medical record database; and if the match fails, based on the high-dimensional feature vector, using a treatment model to make symptom prediction according to a predetermined strategy, and determining the disease diagnose and treatment suggestion, wherein the diagnose and treatment model is established based on the famous doctor medical record database, by using a machine learning manner. According to the method and system disclosed by the embodiments of the present invention, the technical problem of how to expand a disease diagnose and treatment range is solved.

Traditional Chinese medicine clinical medical record based disease diagnose and treatment method and system

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Traditional Chinese medicine clinical medical record based disease diagnose and treatment method and system