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Chinese medicine practitioners standing at AI crossroads: left to right?

Source:Traditional Chinese Folk Medicine Research and Development Association

Chinese medicine practitioners standing at AI crossroads: left to right?

Station master's house, 2018-07-24

The most prominent problem in the medical field is the shortage of high-quality medical resources. Meanwhile, there is still much room for doctors to improve the accuracy and efficiency of diagnosis of diseases. When big data and artificial intelligence infiltrate into the medical field, there are thousands of big medical data for training and learning of artificial intelligence, reading movies and diagnosis Artificial intelligence is constantly powering modern medicine.

Traditional Chinese medicine has inherited thousands of years of Chinese treasures. But in front of AI, traditional Chinese medicine, which has been passed on for thousands of years, seems a little out of place. In the absence of accurate diagnosis and treatment, analysis data and standardized treatment system, TCM diagnosis is often only based on observation, smell and inquiry, and largely depends on the doctor's own level and experience.

At the crossroads of big data and artificial intelligence, Chinese medicine can only go farther and farther. Where will TCM go?

In the field of traditional Chinese medicine, there are many enterprises actively seeking change. How to apply modern technology to traditional Chinese medicine is a question that dao sheng has been thinking about for ten years. This famous tradition of TCM diagnosis and treatment and traditional Chinese medicine inheritance also embrace artificial intelligence, completely overturning the future definition of TCM.

When it comes to sight, smell, ask and cut, people often think of the scene of the pulse consultation of the old Chinese medicine doctor with gray hair. In the exhibition area of dao sheng medical treatment, there is an "electronic Chinese medicine doctor", which can also diagnose the patients with traditional Chinese medicine just like the old Chinese medicine doctor.

This is a digital four diagnostic instrument of traditional Chinese medicine jointly developed by Shanghai university of traditional Chinese medicine and daosheng medical treatment, which integrates tongue diagnosis, face diagnosis, pulse diagnosis and consultation. The patient attaches the face to the "lingual imager", which can automatically collect the patient's tongue diagnosis and face diagnosis information, record the features of the tongue surface and form a report. The wrist is attached to the "pulse meter", and the pulse can be automatically collected by the sensor to "feel the pulse", and the waveform of the pulse can be displayed immediately. The system can also be used to "consult" different people about their symptoms and symptoms. Finally, "electronic traditional Chinese medicine" will be integrated tongue, face, pulse and ask information, automatically assist the differentiation of syndromes, provide individualized health maintenance and intervention Suggestions, and offer personalized TCM health prescriptions.

These diagnostic results are not speculative, but the researchers follow the thinking of traditional Chinese medicine. They rely on a large number of clinical data collected by Shanghai university of traditional Chinese medicine, shuguang, yueyang, east China and other hospitals as well as the Chinese academy of traditional Chinese medicine information research institute of the Chinese academy of traditional Chinese medicine over the past decades, from which the diagnosis and treatment rules are mined. It can provide assistant decision-making for inexperienced young Chinese medicine practitioners and grass-roots doctors, and thousands of classic formulations in the system can also be learned at any time.

The significance of the development of the four diagnostic instruments lies not only in the modernization of diagnostic methods, but also in the digitization and standardization of medical data. From the law of traditional Chinese medicine to the development plan of "One Belt And One Road" of traditional Chinese medicine (2016-2020), TCM is facing a good opportunity of internationalization, but it is still limited by the lack of international standards and the difficulty of replication of traditional Chinese medicine services. For the development of traditional Chinese medicine, the establishment of international standards can promote the objective data collection and pave the way for the future development of big data and artificial intelligence of traditional Chinese medicine. It is convenient for the standardized transmission of data, can read and reproduce information in different places, and promotes the interregional and transnational cooperation and exchanges of TCM telemedicine.

Daosheng has always been committed to the "standardized study of four TCM consultations", and has been actively involved in the formulation of international standards and industry standards for TCM diagnosis. It has changed the passive situation that there are no standards to follow for TCM diagnostic instruments over the years, and strived for and won the "right to speak" of international standards for TCM and helped TCM "go global". Two international standards, ISO/TC249, computer tongue diagnosis system - part 2 - lighting environment, and pulse-meter contact force sensor, were officially published in 2017. The international standard, TCM - acupoint impedance tester, was also recently released.

Starting from hardware, TCM diagnosis and treatment system is gradually standardized and digitized. With the accumulation of data volume and improvement of dimensions, TCM clinical data can play an important role in medical big data and artificial intelligence just like western medicine.

For a long time, TCM clinical experience is faced with two "difficulties" : first, famous old Chinese medicine resources are limited, it is difficult to serve more patients; Second, the inheritance of traditional Chinese medicine is based on the rule of "understanding", learning from books and teachers. With the intervention of the Internet and artificial intelligence, these problems have been solved and a "new path" has been opened for the inheritance of wisdom of famous doctors.

The effective data of at least 2000 cases is needed to build a model of a disease by artificial intelligence. However, for Chinese medicine, the diagnosis and treatment information is often not quantitative data, neither standardized nor directly used, and the effective data are very small. The method of dao sheng medical treatment is, on the one hand, to sort out the medical case data from the ancient medical books, and at the same time, through the automatic semantic analysis technology, the electronic medical record can be automatically structured

"The modernization of traditional Chinese medicine and western medicine are two completely different paths." Li chunqing, general manager of daosheng medical treatment, believes that TCM is actually based on the basis of medical treatment. Classics such as the huangdi neijing and the treatise on typhoid fever and miscellaneous diseases are the foundation of TCM. This determines that there is evidence for standardization. "In addition, traditional Chinese medicine has been passed down for more than 2,000 years, and more than 300,000 medical cases can support the development of artificial intelligence."

In 2018, the intelligent assistant of daosheng traditional Chinese medicine, jointly developed by daosheng medical co., LTD. And its subsidiary jinliangtai co., LTD., and the institute of information on traditional Chinese medicine of the Chinese academy of traditional Chinese medicine, was officially unveiled to the public. With "the tao gave birth to cloud head of traditional Chinese medicine" as the core technology of the engine, "the tao gave birth to four diagnostic instrument" as the carrier, equipment mass big data of traditional Chinese medicine, Chinese medicine characteristics of machine learning algorithms, cloud computing is strong force, able to think like a doctor, as a famous doctor tutor gives the answer, is the most powerful part of traditional Chinese medicine, a young doctor at the grass-roots level of traditional Chinese medicine (TCM) is the forefront in the field of artificial intelligence innovation.

Cloud brain-tcm wisdom transmission system optimizes this process through data analysis and mining, knowledge map, natural language processing and other technologies, and deeply explores famous doctors, famous doctors and famous prescriptions, so as to realize "medical case collection structure -- analysis automation -- learning intelligence". Through objectifying the four diagnostic data, the visual record of the lingual pulse information of famous old Chinese medicine medical records was realized. Based on the data of medical cases, the rules of diagnosis and treatment of famous old Chinese medicine doctors and their core prescriptions are explored intelligently. This innovative practice is not only conducive to the exploration and inheritance of the experience and knowledge of famous old Chinese medicine practitioners, but also conducive to the improvement of the diagnosis and treatment ability of the vast number of young doctors at the grass-roots level, helping them to conduct auxiliary syndrome differentiation and prescribing, providing them with a rare learning opportunity of disease. In addition, the decision-making engine of the system is more of a "brain" for self-learning. With the continuous enrichment of medical case data, the decision-making engine will continue to learn. At present, the system has been in guangdong hospital of traditional Chinese medicine Lu Chuanjian white 疕 disease diagnosis and treatment experience of mining YuJin PCOS traditional Chinese medicine, clinical research, famous old Chinese medicine yun-peng zhang intelligent mining experience of diagnosis and treatment of fatty liver of traditional Chinese medicine (TCM), king most intelligent mining and other fields to carry out the application experience of diagnosis and treatment of insomnia.

The integration with the Internet has extended the "time" and "space" of the clinical experience of famous old Chinese medicine practitioners. Through the telemedicine service of four TCM consultation information, more young doctors at the grassroots level can communicate with famous experts face to face across the region, and the high-quality resources of famous Chinese medicine can be radiated to millions of grassroots medical institutions and TCM health management institutions through online consultation and teaching. Intelligent assistant of traditional Chinese medicine in "couplet of benxi TCM medical construction in liaoning province", "yunnan qujing city first people's hospital of traditional Chinese medicine (TCM) cloud services platform", "gansu province longxi county rural medical service integration" and "Beijing, thistle in the door, the national community health service demonstration area, the medical service and medical couplet body building" projects such as technical support role.

From "four diagnostic instruments" to "four diagnostic instruments + cloud +AI", daosheng has been exploring medical innovation for ten years. With the development of artificial intelligence technology and the arrival of 5G era, "four diagnostic instruments + cloud +AI" will help medical associations, enabling doctors, patients and every place where traditional Chinese medicine services are carried out.

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