After several years of development, medical AI has appeared in almost all the top three hospitals across the country, and Zhejiang is one of the most active areas. Although Zhejiang's medical AI company is not the largest in the country, many top three hospitals in Zhejiang Province began to embrace AI around 2016, and discussed the application of medical AI at various medical conferences. Medical AI company actively gathered Zhejiang Medical . At the 5th Qianjiang International Imaging Forum, on this issue, the Arterial Network reporter interviewed Professor Zhang Minming, the leader of the Department of Medical Imaging at Zhejiang University and the Director of the Department of Radiology of the Second Hospital of Zhejiang Medical University, to understand why Zhejiang Province has become the best growth of medical AI. soil.
Professor Zhang Minming
Zhejiang medical institutions actively embrace AI products
Professor Zhang Minming’s exposure to this field is not short. She has been engaged in brain science research since she took on the National Key Construction Project of the 12th Five-Year Plan. Many years ago, many people have been questioning the use of imaging to study neurodegenerative diseases, and believe that these studies can only be published. Some articles are difficult to apply in clinical practice.
In order to make the research more in-depth and convenient to apply, Professor Zhang Minming tried to establish a model using the computer method, and after introducing the patient's data into the model, combined with the doctor's experience, directly gave the results of the pre-judgment. This is Professor Zhang Minming's early use of machine learning to carry out research entry points. Later, with the continuous maturity of artificial intelligence technology and the continuous improvement of computing power, Professor Zhang Minming found that the combination of the two can help medical imaging research to be applied to the clinic.
In the past two years, with the continuous improvement of AI technology and products, many well-known top three hospitals have a number of AI products in the clinical polishing phenomenon. As the nationally renowned top three hospital, Zhejiang Second Hospital has of course started to discuss with the company how to develop products that are more suitable for clinical applications.
However, Professor Zhang Minming said that the requirements of the Second Hospital of Zhejiang Medical University for the entry of products into the hospital are very strict. She does not want the hospital to become a market for various enterprises to compete for, but hope that enterprises and hospitals can concentrate on how to develop a set of the most Good AI products. Therefore, when selecting partners, Zhejiang Medical Second Hospital will select companies with outstanding performance in different disease areas to avoid duplication of research content.
In the interview, Professor Zhang Minming said very frankly that in fact, the number of enterprises cooperating in the Second Hospital of Zhejiang Medical University is relatively small among many top three hospitals, but the enterprises that enter their hospitals will actively cooperate and participate in product research and development. Do everything possible to advance the development of this matter.
Professor Zhang Minming clearly knows that radiologists who embrace their arms with AI will go better, but who chooses to hold hands has a great influence on doctors. Because the number and energy of doctors is limited and valuable, she hopes that the energy consumed by doctors in AI can ultimately create value for medical treatment, or it will make doctors biased AI products.
Have a good R&D foundation and research and development enthusiasm
Talking about the current medical AI products, Professor Zhang Minming, who is the leader of medical imaging at Zhejiang University, said that many products developed by medical AI companies are homogenized. Many companies focus on screening for lung diseases. In the direction of screening for fundus diseases, in fact, the application range of AI is very wide, and there are many diseases that can be diagnosed by AI.
Therefore, in the actual clinical research, in addition to the research of enterprises promoting hospitals to hospitals, the major hospitals in Zhejiang Province are themselves engaged in research on medical AI. For example, the above mentioned study of the Second Hospital of Zhejiang Medical University in the study of neurodegenerative diseases. These hospital-initiated research has expanded the application of medical AI in other diseases, and also pointed out the direction of medical AI research and development for medical AI companies. In addition, in the process of independent research, the hospital has also trained a large number of scientific research and research personnel engaged in the combination of medical and industrial workers. These talents can fully understand the technology of the enterprise in the process of subsequent docking with the enterprise, and can accurately express the clinical appeal of the doctor. Try to make the product closer to clinical use.
Voluntary provision of knowledge, experience and time to help health care AI grow healthily
In the process of clinical iteration, AI products must provide knowledge, experience, time and other aspects of support. In order not to waste these energy, when the product enters the Second Hospital of Zhejiang Medical University, Professor Zhang Minming will let the company make a product presentation, answering questions such as: Why do you want to do this product; what problems you want to solve in the future; How do you need a doctor? And other issues. After the hospital effectively evaluates, the products will be allowed to land in the department, so that the doctor's value can be realized to the greatest extent and waste is avoided.
Professor Zhang Minming believes that the participation of doctors in the research and development of medical AI products is a social responsibility and obligation. With the participation of doctors, medical AI products can be made more accurate and go further, which is a responsibility for public health.
Medical AI products without doctors may go wrong. The final product is not what doctors need. It is the doctor's obligation to understand the development of medical AI, so that medical AI application development becomes more valuable.
Professor Zhang Minming also called on doctors to be willing to pay and participate in the research and development of medical AI projects, which is helpful to themselves and the industry.
Zhejiang is open and active
When talking about why Zhejiang has become one of the most active areas of medical AI, Professor Zhang Minming said that many colleagues on this topic have also discussed with them. Many hospitals in Zhejiang Province are at the forefront of medical AI.
The reasons behind this are mainly from three aspects:
First, the government and hospitals have given a lot of support. Zhejiang Province is a strong science and technology province in the country, and the government has greatly helped the introduction of innovative technologies and innovative talents. The universities headed by Zhejiang University have provided a lot of talent support and technical support for the development of the industry. For example, the medical artificial intelligence alliance established by Zhejiang University has greatly promoted the development of medical AI in Zhejiang.
Second, Zhejiang Province itself has many medical AI companies, and their development is very rapid.
Third, Zhejiang medical institutions and doctors are very open and active. They are mostly inclusive and supportive to new technologies and new products, and provide a fair platform and clinical help during the growth process.
Embrace new technology with an open mind
Professor Zhang Minming told the Arterial Network reporter that Zhejiang has produced a global technology company like Alibaba. It has a globally renowned university like Zhejiang University, indicating that Zhejiang has such a capability and technical background to support and cultivate new technologies.
In fact, it is not just AI technology. As long as other new technologies and new models contribute to the development of the medical imaging industry, medical institutions in Zhejiang Province will embrace it with a positive and open mind. Zhejiang has such genes and soils.
We believe that Zhejiang Province's talent introduction policy, AI technical support and other reasons, coupled with the doctor's open and positive attitude, the active participation of most hospitals and academic leaders, providing an open and inclusive for each company. A fair growth environment is an important reason why Zhejiang Province has become one of the most active areas of medical AI in the country.
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