>>>>The post-truth era of the Internet requires artificial intelligence to promote medical development

The industrial revolution led to an increase in productivity, but it was later discovered that the post-industrial truth is the destruction of the natural environment with very serious environmental pollution and a series of social problems.

After the emergence of the Internet, although it has facilitated people's lives and changed the structure of human society, but later everyone gradually discovered that massive information makes everyone keep watching mobile phones and computers, causing the human brain to exceed the load of human brain processing information. Communication with people has also become difficult. In addition, data security and the spread of negative news have adversely affected people's lives and health.

In the medical industry , with the advancement of time and the advancement of informatization , medical information and academic literature are increasing. Doctors need to understand more and more patient information, but also to understand the progress of medicine. Self-learning simply cannot satisfy the growing demands of knowledge.

Therefore, it is a general trend to use artificial intelligence to assist doctors in learning and treatment.

The director of the National Cancer Center in the United States has published a study in which they randomly selected 20 cases for gene sequencing . It took the expert team a week to interpret the sequencing results, while another group of experts entered the data into the Watson gene, and all the data was efficiently and accurately interpreted in just one hour.

It is worth mentioning that all the abnormalities discovered by experts in the National Cancer Center have been discovered by the Watson gene. In addition, about one-third of the patients, the Watson gene also found the missing gene-recommended gene variants by those experts. point.

Fu Gang said that the evolution of animals relies on changes in body structure, shortening the tail and lengthening the legs. Human evolution relies on the change of tools. The sudden rise of artificial intelligence in the past two years is because the massive information and noise released by the "post-truth era" of the Internet has exceeded the critical point that human beings bear. If there is no evolution of tools, Humans will collapse because of the Internet.

>>>>Application-level medical artificial intelligence products can continue to develop

The rise of the medical artificial intelligence industry has prompted the rapid development of this industry. In the first quarter of 2018, many startup companies received hundreds of millions of dollars in financing. At the same time of rapid development of the industry, it also faces an important problem. Due to the lack of certification, most domestic products cannot achieve large-area applications.

As the first standardized treatment reference tool for newly diagnosed cancer patients, Watson tumor is the first application-level achievement of artificial intelligence in the global medical field, covering 13 cancers including lung cancer, breast cancer, rectal cancer, colon cancer, stomach cancer and cervical cancer. Standardized treatment options.

Only Watson's oncology business, as of January 2018, has covered more than 150 hospitals across five continents, serving nearly 50,000 patients.

以AI为突破点,百洋智能科技建立一套涵盖诊断、治疗的完整智慧医疗体系

On March 28th, 2017, Baiyang Intelligent Technology Co., Ltd. under the Baiyang Pharmaceutical Group signed a strategic cooperation agreement with IBM in Beijing, becoming a strategic partner of Watson Health China, and obtained Watson for Oncology (Watson Tumor Solution) in the Chinese market. In the year, the company will exclusively distribute distribution rights, and at the same time, it will obtain the right of prior negotiation of some new products in the Chinese market and the research and development cooperation rights of listed new products.

In June 2017, Baiyang Intelligent Technology became the exclusive distributor of Watson for Genomics in China.

Since the year of Watson's entry into China, it has landed in 22 provinces, 39 cities, 66 hospitals and medical institutions, serving more than 10,000 patients. It is estimated that this year's service will be about 40,000 to 50,000 people.

In view of such rapid landing speed, the two parties agreed to extend the strategic cooperation agreement on the exclusive total distribution rights of Watson tumors from March 28, 2017 to three years.

Fugang said that Baiyang Intelligent Technology not only promotes Watson's healthy products, but also localizes it in accordance with China's national conditions, so that the products can adapt to Chinese patients and doctors' habits.

The reason why Watson's products can be quickly applied to the world, mainly Watson's advantages in algorithms, big data, applications, etc., makes Watson an application-level product .

Algorithm is a kind of logical relationship, common machine learning, cognitive computing, neural network, etc. These technology platforms are mature now, and many algorithms are still open source. For example, Google has open sourced its own algorithms, and IBM has its own algorithms. The algorithm is like a child. Every algorithm is written as a child. It has a brain, but after a few years, the child is different from the child. Why? Because of the different education, the learning content is different.

The same is true for artificial intelligence, the data is different, the algorithm structure is different, and the subsequent development is different.

The researchers trained the algorithm with different data, and the resulting abilities were different. In addition, the data is also good or bad, and many wrong data will seriously affect the training results. Therefore, cleaning the data and labeling it is very important and very difficult.

For example, Watson trained for four years at MSKCC (Memorial Sloan Kettering Cancer Center). The data used in this four-year training was carefully tagged by MSKCC's team of experts for each tumor data. This is a huge workload. For example, a breast cancer has 190 labels. Experts need to design these labels and weights to describe the disease objectively and accurately. This process is called medical data processing. This process requires very specialized medical knowledge, which is why many startups and Internet companies cannot produce application-level artificial intelligence products, and lack understanding of medical care.

The artificial intelligence products that come out of the lab are like students who graduated from colleges, whether they are from Yale or Peking University. The experience in the society after graduation will also affect his personal development. The same is true for artificial intelligence products. In the process of clinical application, some problems of the product itself will be discovered. At this time, it is necessary for Baiyang to understand the medical and IT team, and constantly correct the product to make it more and more mature. .

Baiyang has been rooted in the medical industry for many years. Its Baiyang Intelligent Technology is a company deeply rooted in science and technology. Therefore, Baiyang has the ability to do this well. It turns out that Baiyang has indeed done it well.

In addition to working with Watson Health. On November 17, 2017, Philips (China) Investment Co., Ltd. and Baiyang Intelligent Technology signed a cooperation at the headquarters of Philips Greater China. The two parties will be dedicated to their respective technologies and resources, starting from the field of cancer and based on artificial intelligence technology. The precision diagnosis and treatment solution explores innovative business models and provides personalized treatment services to patients by providing decision support to doctors.

On August 14, Baiyang Pharmaceutical Group and Oracle jointly announced that Baiyang Intelligent Technology Co., Ltd., a subsidiary of Baiyang Pharmaceutical, joined hands with Oracle Marketing Cloud to create a marketing management platform for Baiyang Ecosystem, “Baiyang Mingjing Marketing Cloud”, further Improve the Internet application ecosystem and develop precision marketing for medicine.

In addition, companies that cooperate with Baiyang Intelligent Technology include well-known companies such as Berry and Kang and Zhongyuan Concord. In order to enable patients to enjoy the convenience of more systematic medical artificial intelligence products and integrate the resources of Baiyang partners, Baiyang Intelligent Technology has launched the smart doctor cloud platform “BSmartD”, including tumor decision support system and intelligent image diagnosis. Radiation therapy solutions to deepen the application and landing of artificial intelligence in the medical field.

Baiyang hopes that BSmartD will become an entrance to medical artificial intelligence, integrating the truly available artificial intelligence on the platform, and integrating the excellent artificial intelligence products from different startup companies and different top companies to integrate one-stop solutions on BSmartD.

Fu Gang said that with the increase of application cases, the accumulation of tagged data and the development of artificial intelligence technology, Baiyang will eventually develop artificial intelligence products with independent intellectual property rights.

The promotion and development of smart medical care in China requires a lot of money, and there are many uncertainties at the same time. However, Baiyang has prepared for long-term investment and made smart medical care solid. Just like when it first negotiated with IBM, Baiyang’s initial heart-- It costs tens of millions of dollars, even if a Chinese patient is saved because Watson's tumor is saved ."

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