区块链与医学统计的关系,区块链与医学统计学的关系

近年来，区块链技术在医学统计领域的应用越来越广泛，它可以帮助医学统计学家们更加有效地收集、处理和分析医学数据。本文将介绍区块链技术在医学统计学中的应用，以及它与传统医学统计学的关系。

首先，有关区块链技术在医学统计学中的应用，可以从两个方面来考虑。首先，区块链技术可以有效地收集、处理和分析医学数据，从而提高医学统计学家们的工作效率。区块链技术可以帮助医学统计学家们更加有效地收集、处理和分析医学数据，从而提高医学统计学家们的工作效率。例如，区块链技术可以收集、处理和分析来自不同患者的医学数据，从而帮助医学统计学家们更好地理解患者的病情和预测患者的发展趋势。

其次，区块链技术可以帮助医学统计学家们收集、处理和分析医学数据，从而帮助他们更好地理解疾病的发展趋势和药物的作用机制，从而更好地设计治疗方案。例如，通过区块链技术，医学统计学家们可以收集、处理和分析来自不同患者的医学数据，从而更好地理解疾病的发展趋势和药物的作用机制，从而更好地设计治疗方案。

此外，区块链技术还可以帮助医学统计学家们更好地收集、处理和分析医学数据，从而更好地了解疾病的发展趋势，以及提出更有效的治疗方案。例如，区块链技术可以帮助医学统计学家们收集、处理和分析不同患者的医学数据，从而更好地了解疾病的发展趋势，以及提出更有效的治疗方案。

综上所述，区块链技术在医学统计学中发挥着重要作用，它可以帮助医学统计学家们更加有效地收集、处理和分析医学数据，从而更好地理解疾病的发展趋势和药物的作用机制，从而更好地设计治疗方案。区块链技术的应用，将为医学统计学的发展带来重大的改变，为医学统计学家们提供了更多的可能性。

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A. What new technologies have emerged in life sciences in recent years

In recent years, emerging technologies such as 3D printing, cell therapy and blockchain have brought great benefits to human development. The benefits are obvious, and the biggest impact on the health care field is the development of digital technology. Big data and information technology will help to better manage population health data. In the "Thirteenth Five-Year Plan for National Science and Technology Innovation", the Chinese government has detailed plans for the development of precision medicine technology, the establishment of a multi-level knowledge database, and the creation of a national biomedical big data collection and storage platform.
1. 3D printing
3D printing can provide more opportunities for personalized treatment. The field of biologics is exploring new methods of 3D printing to manufacture cell and tissue products.
For example, drugs and disease models can be tested on 3D printed tissues instead of animals or humans as was previously the case. When 3D printing is combined with nanotechnology, it can also be applied at the molecular level: customized white blood cells can be engineered to hunt down and attack cancer cells.
Although the potential of emerging technologies such as 3D printing is widely recognized, current regulations for these technologies are still in their infancy, even in more developed markets such as Australia.
2. Blockchain
Blockchain is constructed from transaction blocks that are stored and linked to digital transactions. Transaction records can be shared and cannot be modified. It allows each patient's data source to act as The complete, unchangeable "chunk" is then securely shared with healthcare providers or other research organizations.
The application of blockchain in the medical field has attracted increasing attention at home and abroad. The tentacles of blockchain have spread across all walks of life, boosting the transformation and upgrading of traditional industries.
Currently, blockchain technology has been gradually applied in the medical field. As an emerging technology, it is subverting the business model and even the value chain of this industry. A series of data shows that the real potential of blockchain technology may lie in promoting cooperation by allowing different companies and even industries to share digital assets with each other.
3. Artificial Intelligence (AI)
Artificial intelligence algorithms can analyze large data sets from clinical trials, health records, genetic profiles and preclinical studies. Patterns and trends in this data can validate clinical hypotheses faster than researchers can and quickly provide new insights.
One of the latest applications of AI technology is in the field of diagnosis. In 2017, Tencent launched an AI diagnostic medical imaging service called Artificial Intelligence Innovative Medical System (AIMIS).
Currently, this technology has proven to be more than 90% accurate in preliminary diagnosis of esophageal cancer, 95% accurate in pulmonary sarcoidosis, and 97% accurate in diabetic retinopathy. To date, AIMIS laboratories have been established in more than 10 hospitals, and agreements have been signed for further deployment.
Tencent’s artificial intelligence research laboratory, Youtu Lab, also cooperates with Guangzhou Sun Yat-sen University Cancer CenterIt is working with the Center for Esophageal Cancer Research to use thousands of anonymized patient data to train the diagnostic part of its AI technology. This development could have a significant impact on the drug development process.
For example, images captured by Tencent AI technology can be used in conjunction with xtalpi, an algorithm that uses cloud computing platforms such as Amazon Web Services, Tencent Cloud, Google Cloud, and Alibaba Cloud to deploy one million Technology at the heart of computing power to discover new products in computers, drastically reducing the time and huge investment required by pharmaceutical companies to develop new products.
4. Gene therapy
Gene therapy provides the possibility of personalized therapy, such as the new CAR-T therapy. Although the utilization rate is still low, human genetics and precision medicine have gradually passed through innovative Biotechnology is transforming health care.
5. Data supports the development of the life health and medical industry
Health data is the new healthcare currency. Facing the continuous and growing influx of data from internal and external sources, hospitals will rely on cognitive analysis to discover and sort out The most important nodes and trends in the data are analyzed systematically and structured to provide feasible insights to clinicians and patients.
There are three technologies that are helping the Asia-Pacific region mine different data sources, namely the Internet of Things, cognitive computing and cloud-based interactive EHR systems:
1. Internet of Things
The development of the Internet of Things is important for There is significant value in remote clinical monitoring, chronic disease management, preventive care, assisted living for seniors and health monitoring. The application of IoT can also help reduce costs, increase efficiency, and shift the focus to quality patient care.
2. Cognitive computing
Cognitive computing includes machine learning, neural networks and deep learning technologies, which can help medical organizations process large amounts of rapidly changing data.
Cognitive computing’s ability to process various statistical algorithms and quickly generate new models for new data will help transform large amounts of healthcare data—aggregated from sources such as medical devices, smartphones, activity trackers, and EHRs—into Personalized medical solutions.
More importantly, cognitive computing can also be used to predict health trends (such as disease onset), detect data patterns (such as the impact of drugs on individuals or groups), or enable data from different sources to be shared (such as creating 360-degree patient view).
3. Cloud-based interoperable EHR systems
When combined with AI, interoperable EHRs can help medical systems better integrate data into daily care and enable better patient management own data. While this data is stored in the cloud, it can be accessed on demand and on the blockchain, a distributed, immutable ledger of digital transaction records.
However, with the increase in data usage and ransomware attacks like Wannacry, cybersecurity and data risk management issues have become challenges that the life sciences and healthcare industries need to face.
In fact, healthcare is second only to the financial sector in terms of cyberattacks that occur each year. Across the world, governments are working on new regulations that would give patients control over their data and simplify the regulatory environment.
For example, Japan's Ministry of Health, Labor and Welfare (the main department responsible for health and social security) released the latest version of the "Health Information System Security Guidelines" in May 2017, aiming to promote a series of measures to deal with the network of medical institutions. Risk of attack.
Recently, Japanese medical institutions have commonly adopted closed systems to reduce cyber threats. However, the implementation of Japan's national health system's new medical ID and data sharing scheme will require medical institutions to upload data to external servers, thereby increasing the importance of cybersecurity.

B. What is blockchain technology? A popular explanation of what blockchain is.

Blockchain has been at the forefront since the end of October.

What is blockchain technology

Although blockchain has been around for more than ten years, many people still don’t know much about this technology.

Blockchain is a new application model of computer technologies such as distributed data storage, point-to-point transmission, consensus mechanism, and encryption algorithms. From an application perspective, blockchain is a distributed ledger.

So, why is the blockchain called the blockchain?

Because the blockchain itself is a series of linked blocks, these blocks are filled with transaction records. The blocks are much like the records of a database. Every time data is written, it is Create a block. With the expansion of information exchange, one block continues with another, and the result is called a blockchain.

What are the characteristics of blockchain technology?

Simply put, blockchain has the characteristics of decentralization, openness, non-tampering, and anonymity.

1. Decentralization:

In the blockchain system, there is no center.

In the blockchain model, it is distributed accounting and storage. Each node self-verifies, transmits, and manages information. Each node is the center, which is decentralization.

2. Openness:

The blockchain system has the characteristics of openness. The data is open and anyone can query the blockchain data and data through the public interface. Develop related applications.

3. Information cannot be tampered with:

In the blockchain system, once the data is written, the tampering cannot be undone unless 51% of all data nodes are controlled. Forge a record that does not exist. Therefore, blockchain technology has a certain degree of security.

4. Privacy and anonymity:

The cryptography technology in the blockchain can effectively achieve identity concealment.

The identity information of each node does not need to be disclosed or verified, and information transfer can be done anonymously. It can only be accessed with the authorization of the data owner, thus ensuring data security and personal privacy.

Xiao Li lent 10,000 yuan to Xiao Wang. Xiao Li found two people in common and Xiao Bai to prove it. This accounting model is a centralized accounting model, and Xiaobai is the center.

However, a year later, when Xiao Li wanted to get the money back, Xiao Wang Shikou denied that he had lent him the money. It turned out that Xiao Wang introduced Xiao Bai’s girlfriend to his company. a job.

This is the disadvantage of centralized accounting.

Xiao Li learned a lesson and gained wisdom. In the future, when someone asked him to borrow money, he said on WeChat in the village that I would lend so-and-so how much money. In this way, everyone in the village knew that Xiao Li How much money did Li lend to whom?

In this way, when Xiao Li asks for debt again in the future, the other party will not deny the issue, because a consensus mechanism has been established in the minds of the people in the village: How much did you borrow from Xiao Li? .

This is the advantage of decentralized accounting.

Because after all, there are many people to testify about this transaction. If it seems to be a fraud, it will be unless more than half of the people in the village are bought. However, the price is very high.

In fact, these characteristics of the blockchain are all to solve the problem of "trust". The rich application scenarios of the blockchain are also based on the blockchain's ability to solve the problem of information asymmetry. At the same time, Blockchain also helps achieve collaborative trust and consistent action among multiple entities.

What are the applications of blockchain?

In addition to digital currency, there are many application scenarios of blockchain.

1. Medical field

Blockchain helps realize smart medical care, such as going to the hospital to see a doctor. Through the blockchain model, the patient’s medical status, cases, treatment status, etc. are all Clearly visible, saving a lot of medical resources.

2. Copyright field

Blockchain can prove the authenticity and uniqueness of the copyright of works, from the birth to the transfer of audio, video, pictures, text and other works. Can be tracked and recorded, and form tamper-proof information.

3. Logistics field

After applying blockchain in the logistics field, goods can be traced from production to consumption.

4. Food safety

Is blockchain used for food safety? With blockchain traceability, one can easily trace the history of their food from past to present.born.

5. Securities trading

For example, traditional securities trading requires the coordination of multiple institutions to complete, while the blockchain system can independently complete one-stop transactions. This service can make securities trading simpler and faster.

However, many people have big misunderstandings about blockchain. The biggest misunderstanding is: blockchain = Bitcoin

In fact, blockchain and Bitcoin is not the same thing. Blockchain is the underlying technology of Bitcoin, and Bitcoin is the first application of blockchain.

C. When the medical and health field encounters blockchain + artificial intelligence

Big data, blockchain, artificial intelligence, Internet of Things, etc. are all hot topics in recent years. , has also become a hot spot in the market from time to time. With the rapid development of science and technology, the two most important pieces of so-called financial technology are blockchain and artificial intelligence.

The characteristic of blockchain is that it combines distributed storage technology with consensus mechanisms and encryption algorithms, and realizes point-to-point transmission, through which different nodes in the network jointly participate in the recording and storage of data. Distributed storage is gradually decentralized and flattened, making data storage faster, safer and cheaper, which is what various fields are currently pursuing.

While technology continues to mature and improve, the application fields of distributed storage and artificial intelligence are also constantly expanding. Distributed storage can realize massive and efficient data storage, while artificial intelligence can deal with massive data. Analysis of data.

Distributed storage encrypts and stores data on different nodes through data segmentation, which improves the security of data storage and reduces the cost of data storage. At present, a large number of enterprises store data in centralized databases. Once the server is attacked or malfunctions, it will cause problems such as large-scale network paralysis or data loss, especially for some institutions where large amounts of data are concentrated, such as medical institutions, express delivery companies, etc. , more vulnerable to hacker attacks.

Take the analysis of medical institutions. Such institutions always have all kinds of troubles when it comes to data quality, including not only attacks by hackers, but also errors by clinicians, ranging from medical records to medications. The storage of treatment certificates into electronic medical records cannot be effectively and securely solved. Blockchain can use distributed technology and redundancy technology to divide these data into fragments and store them encrypted on different nodes. The data processing speed is greatly improved compared to the previous centralized management. Due to the use of encryption technology, it is further guaranteed Regarding patient privacy, even if a hacker breaks into a certain node, the security of the data will not be affected.

The use of artificial intelligence deep learning to assist patient diagnosis and management, and through the analysis of case medical images, will help doctors make more accurate and efficient treatments. Combining distributed storage with artificial intelligence, artificial intelligence performs timely processing of stored dataHealth Reminders to keep electronic medical records properly edited and updated.

Although the application of artificial intelligence in the medical field has always been controversial, with the in-depth development of machines and technology, and the much less controllability of artificial intelligence in the medical field, in the future, with the help of artificial intelligence applications Diagnosis and health management will also become a trend.

The application of distributed storage in the medical field also has broad prospects. It can not only improve the utilization of storage resources, but also provide a basic guarantee for the security of data storage. Combining distributed storage with artificial intelligence is of great significance to improving medical efficiency.

D. Why can’t you understand the blockchain in one sentence?

Blockchain is an extremely popular concept now. It is talked about almost everywhere and almost everyone is talking about it. talk. However, it seems that not many people really understand.

You must have seen articles like this on the Internet: "Tell you what blockchain is in X minutes", "Explain blockchain in X pictures", etc., but after reading it, you still think In the fog.

You must have heard someone explain blockchain in one sentence: Blockchain is a distributed ledger.

It’s indeed a sentence, but I know you still didn’t understand it.

You don’t understand what “distributed” is, let alone what “distributed ledger” is. What’s especially confusing is: isn’t it just a ledger? How come it has become a technology that will change the world? ?

Since you don’t understand this explanation, let me try to explain the blockchain from another angle.

Of course, it’s also a sentence.

Let us think about it carefully. No matter how mysterious blockchain technology is, it is just a tool. As long as it is a tool, it is used to solve certain problems.

From this perspective, blockchain technology is no different from the hammer in your home: the hammer is a tool, and the problem to be solved is the nail on the wall.

If a tool is difficult to explain "what it is", then ask another question: What does it solve? Could answering this new question help us finally understand this tool?

For example:

Epacadostater is an extremely complex molecular compound that represents the highest technological achievement in the field of biomedicine today. If you talk about the definition, it is almost impossible for you to explain to a layman what it is; but starting from the problem it solves, this magical drug can be explained clearly in one sentence: It is a specific drug for the treatment of AIDS.

This time, I know you must understand. not because of youYou understand the definition of Epacadostater, but because you understand the problem it solves: AIDS.

Therefore, this way of thinking is completely feasible by understanding the problem to understand the tool.

So, what problem does the blockchain want to solve?

A simple explanation in one sentence: Blockchain technology is an effective solution to the double-spend problem.

Okay, I admit I lied to you, but you still don’t understand. But don't hit me yet, we are actually very close.

Look at these two sentences:

The key to these two sentences is: you understand AIDS, but you don’t understand the "double spend" problem. It is precisely because of this The difference in cognition means that you can understand the first sentence but not the second sentence.

Therefore, understanding the double-spending problem is the key to understanding the blockchain!

Let’s explain what the “double-spending” problem is, although it is not in one sentence. But it’s not difficult to understand.

Starting from WeChat, which we use daily, you must be familiar with the following two scenarios:

On the surface, the two scenarios seem to be similar, but in fact But there is a huge difference!

When you send photos to others, the photos are still there, but the money is gone. Why?

Maybe you think you should So: If money still existed, wouldn’t everyone have money to spend (a dream come true)!

No, the reason behind this is not ordinary at all. Let me explain why.< br />
Now, each of us has to face two different worlds at the same time: a physical real world and a virtual online world (mobile phones, computers, the Internet, etc.). The former is composed of atoms and molecules. , and the component element of the latter is "number". Let me call the second world the "digital world"

The "digital world" is one of mankind's greatest inventions. Many of them are in reality. Tasks that are difficult to accomplish in the world can be easily accomplished in the "digital world".

For example, in the real world, you have a paper photo that you want to share with your distant friends. I also want to keep a copy. To do this, you need to go to the photo studio to make a copy and then send it to the post office. Not only is it troublesome, but it also takes time.

And all this in the digital world, With just one click on your phone, your distant friend will receive this photo in an instant. Very convenient.

Why is it so convenient?

In the real world , the molecular atom isIt is not easy to copy, and there is no way to transmit it at high speed. In the digital world, numbers are extremely easy to copy and can be transmitted at high speed (in fact, when you send a photo on your mobile phone, you are sending a copy of the photo, and the copy is in The digital world is a natural thing).

Relying on this characteristic, the digital world provides convenience far beyond the real world and has greatly changed our lives.

However, people find that this convenience encounters a huge difficulty: how to transmit "money" in the digital world?

In the real world, if you give 100 yuan in cash to your friend, you will naturally have 100 yuan less cash in your pocket, and your friend will naturally have 100 yuan more cash in his pocket. This kind of physical operation does not require the intervention of others.

However, in the digital world, the components of everything are numbers. There is no difference between 100 yuan (or other valuable things) and photos, they are all numbers. Numbers can be easily copied and transmitted.

But you obviously cannot transfer money by transferring photos (copying digital copies). If the photos are transferred, you can keep an original copy, but if the money is transferred, your money cannot be kept.

In other words, in the digital world, you can have countless copies of your photos, but you can only have one copy of your "money". When "money" circulates between different owners, it must be its "real person", which just changes the owner, unlike photos that can have multiple "doppelgangers".

Because this "uniqueness" is inconsistent with the nature of the digital world, additional mechanisms must be in place to ensure this. Otherwise, once the money can be copied, you can first transfer 100 yuan to one person, and then transfer the copy to other people. This is equivalent to a 100 yuan being spent twice. This is the so-called "double spending problem". )".

To sum up, although the "double spending" problem can make everyone have more money to spend, the modern financial system absolutely cannot accept this.

How to solve it? You are familiar with the previous solution, which is the bank. The bank is responsible for recording the owner of each money.

The bank will give each person an account. After your transaction is completed, the bank will do the following: record that there is a loss of 100 yuan in your account, and record that there is an increase of 100 yuan in your friend's account. The yuan just changed owners and was not copied. Here the bank acts as a trusted intermediary.

But the banking system has various problems:

It is slow and it may take several days to transfer a sum of money. This is not the efficiency that the digital world should have.

Risk: Banks are vulnerable to hacker attacks.

Expensive, high handling fees, you know.

For these reasons, we don’t want banks to be the “intermediaries”. Is there any other way to solve the double-spending problem mentioned above without any intermediary?

For a long time, the answer was no.

There is no way to solve the double-spending problem in a digital world without banks. Until one day, a genius came up with blockchain technology, and everything changed from then on!

Blockchain technology is an effective solution to the double-spending problem. It allows humans to fully enjoy the advantages of the digital world in transactions for the first time, which is fast, safe, reliable and cheap. With blockchain technology, you can transfer money to friends just like sending photos, and more importantly, there is no bank in the whole process!

Perfect!

The following is a summary of this article:

1. Don’t understand blockchain from its definition, but start with the problems it solves.

2. The real world is composed of molecules and atoms, which are not easy to copy and transmit.

3. Everything in the digital world is composed of numbers, which solves the problem of difficulty in copying and transmitting in the real world, but brings new double-spending problems.

4. Building a bank-centered network can solve the double-spend problem in the digital world, but it also brings other problems: low efficiency, high cost, poor security, etc.

5. Blockchain technology solves the above problems. The explanation in one sentence is: Blockchain is a tool that can solve the double-spend problem in the decentralized digital world.

I hope after reading this, you can understand what the blockchain does by understanding the "double spend" problem. As for how the blockchain works specifically, I will introduce it to you in a subsequent article.

Finally, I made up Epacadostater, there is no such thing.

E. Blockchain + Medical Application

Among the many subdivisions of medical care, drug safety and medical information security are a matter of life and death, and they are also the two areas that attract the most public attention. Among them, the exploration of blockchain technology in drug management at home and abroad has achieved many results.
The decentralization, non-tamperability and traceability of blockchain can conveniently solve the cost problems and information integrity problems in the traditional drug management system. “A large amount of drug data is generated every day in various places. Just recording this data requires a lot of manpower and material resources. If we want to realize real-time query and access of the data on the basis of timely recording, the server cost required is also astronomical.Centralized data management can generally control the source of drugs, but often cannot control the entire chain.
Blockchain technology is expected to solve problems in the health service system including health education, prevention, health care, diagnosis, treatment, nursing, rehabilitation, health care, etc., covering related medical insurance services, medical and health services, family doctor contract services, and drugs Supply services, medical education and health science popularization services, artificial intelligence application services, smart elderly care services and other related fields. ”
The Xueshuo Innovation Blockchain Technology Workstation under Lianqiao Education Online is the only approved “Blockchain Technology Major” in the “Smart Learning Workshop 2020- Xueshuo Innovation Workstation” launched by the School Planning and Construction Development Center of the Ministry of Education of China. Pilot workstation. The professional base provides students with diversified growth paths, promotes the reform of the training model integrating professional degree research, production, and research, and builds an applied and compound talent training system.

F. Overview of the Development of the Healthcare Industry< /p>

As the aging of China’s population accelerates, all kinds of capital are digging into health care. my country’s health care industry has broad market prospects in the future.

Six emerging technology trends in the health care industry

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The penetration of technology in the healthcare industry is impacting almost every practice of professionals in this industry. The use of healthcare technology has been proven to benefit medical staff in providing better services to patients.

Remember the days when a person had to wait for days to get the results of a medical check-up? Even doctors had to wait for the reports to diagnose the disease. Today, such days are gone. With the need to provide a better patient experience, healthcare The healthcare industry is undergoing a huge shift towards digital technology. Technology is changing the way people live their lives and, when it comes to health, people are always looking for the best technology to treat diseases and become healthier. Just look at digital healthcare The market will provide insight into how quickly the healthcare industry is adopting different technologies. It is estimated that the digital healthcare market will reach $509.2 billion by 2025, with a compound annual growth rate of 27.7%.

Healthcare technology is evolving Making healthcare equitable, affordable, interoperable and accessible to people everywhere. Digital transformation is indeed revolutionizing every industry, but, especially in healthcare, technology is helping people live healthier lives , safer and more efficient life. Nowadays, everyone can use wearable devices to monitor their health. It can be said that people are increasingly relying on technology to live a stress-free life. Since people are very dependent on technology, it is important to understand what The way technology affects people's lives is important.

Six major medical technology trends

The medical industry processes large amounts of data every day. If the data is analyzed, useful information can be obtained. valuable insights that can be used to provide better care to patients. The data may contain patients’ personal information and other important information, and therefore needs to be protected. TechnologyTechnology can help protect electronic health records and the exchange of health information between disparate health systems. There are many technologies currently improving the healthcare industry.

1. Artificial Intelligence

Artificial intelligence is changing the healthcare industry in many ways. Artificial intelligence robots can help provide robotic surgery, where robots can maneuver in small spaces and go beyond what humans are capable of. The surgery can be done with small incisions because the robot's hands are smaller than human hands. AI Healthcare is also useful in medical imaging, as AI and deep learning are able to analyze computed tomography scans faster than human radiologists and detect disease in 1.2 seconds. Additionally, AI chatbots can communicate with people about their symptoms, and based on the symptoms, the chatbot can detect diseases. Chatbots based on machine learning algorithms can also determine the severity of any illness and whether it requires a doctor’s consultation. People don’t usually share their mental states, but with AI chatbots, people can discuss their mental states on the platform without fear of being judged.

2. Big Data and Cloud

Data is used to help decision-making and business development in every industry, and the same is true for the medical industry. Compiling and organizing healthcare data is a huge challenge in itself, and big data has been implemented in the healthcare industry to address this challenge. Big data can be used to maintain electronic health records, provide real-time alerts, and conduct medical research. Based on the medical data of patients in an area, big data can locate areas of high infection. Then, medical institutions and governments can take measures to prevent the spread of infection. Medical data contains information that can be used to target patients, such as medical vulnerabilities and personal information, and therefore should be kept confidential. Transferring this data to the cloud helps protect medical data, and in addition, the combination of public and private clouds can promote a more secure storage environment and provide remote access for patients and doctors.

3. Telemedicine

The number of telemedicine patients has shown alarming growth. The telemedicine market is expected to grow to US$16.7 billion by 2025. The reason behind the growth of telemedicine is its scalability. Today's telemedicine technology is delivering high-quality medical care to patients in the most remote areas of the world. (Source iotohme) Due to various reasons, not all patients can meet with their doctors within the scheduled time, and telemedicine can provide a solution to this problem. Telemedicine technology can provide in-home consultations via mobile devices, minimizing the need to meet with a doctor. From checking a patient's medical records to writing their prescriptions, smartphones enable doctors to complete small tasks from anywhere in the world. Doctors are also using remote monitoring technology to monitor patients' vital signs, symptoms and blood levels.

4. Blockchain

Electronic medical records are currently collected across medical systems and service providersand the manner in which medical data is transmitted. Blockchain systems can address the limitations of electronic medical records and make data accessible on multiple platforms. For example, one of the limitations of electronic medical records is that it requires healthcare organizations to use the same hosting system in order to connect and share data. Blockchain technology, on the other hand, can allow data to be shared among many systems and sent to wherever it is needed without any restrictions. The use of blockchain technology will also reduce the number of counterfeit medicines and increase transparency. For example, what if a doctor needs to purchase a drug and wants to verify its authenticity before ordering? The doctor can use a blockchain-based application to obtain supply chain information of the drug from the manufacturer to the pharmacy. If the drug is fake, then no information about the drug will be displayed in the app.

5. Internet of Things

The health status of patients can be remotely monitored through various IoT devices. For example, electrocardiogram monitors, fitness trackers and smart sensors can measure pulse and heart rate. , blood pressure, and even an individual’s blood sugar levels. With the continuous monitoring provided by IoT, healthcare practitioners can keep an eye on the health of their patients. IoT in the healthcare industry can provide interoperability, end-to-end information exchange and data movement, which can help improve the efficiency of healthcare service delivery. The healthcare industry can also use IoT for research purposes, such as IoT devices collecting large amounts of data on patients’ diseases, which can be used for statistics and research.

6. AR and VR

The use of augmented reality (AR) and virtual reality (VR) technologies is nothing new. Doctors have even been known to use AR and VR for complex surgeries such as neurosurgery. In addition, virtual reality (VR) helps in the rehabilitation of patients with Alzheimer's disease and dementia. Patients with Alzheimer's disease and dementia can restore their memory and sense of happiness with the help of VR. (From IoT Home) On the other hand, augmented reality can help improve the success rate of the first injection. Vein visualization is a technology that uses augmented reality to project veins onto the surface of the skin, which helps locate the veins and then start an intravenous injection.

So far, what people have seen in healthcare technology is just the tip of the iceberg. The adoption of healthcare technology will eventually rise to the point where patients demand its use for better treatment, therefore, healthcare managers should adopt healthcare technology to prepare for the future.

10 businesses will take you into the hot healthcare industry

As human life span increases (Deloitte predicts that the number of people over 60 years old in the world will increase to 2 billion in 2050), The demand for employees in the healthcare industry will show growth momentum. In fact, the U.S. Bureau of Labor Statistics estimates that nearly one-third of job growth through 2022 will come from the health care and social assistance industries.

Opportunities abound for aspiring entrepreneurs who expect an influx of cash. Here are 10 things you can doStart with business ideas.

1. Health Expo. As more devices, medical technologies, and even health apps emerge, suppliers and innovators will want to meet face-to-face with medical staff and administrators. If you are interested and have the connections, you can partner with universities or other like-minded organizations to organize expos across the country.

2. Personal trainer training business. If you're fit, energetic and enjoy teaching one-on-one or in large groups, you can become certified as a personal trainer and teach at a gym, hotel, workplace or in a client's home. On the other hand, you can also start a business and recruit, vet, and mentor other coaches.

3. Fitness center. In the world of fitness, there are many opportunities to become a franchisee or open your own shop, it all depends on where you are and what interests you most, from cycling to weightlifting.

4. Massage services. Like a personal trainer, becoming a massage therapist requires training and certification. Once you get started, you can work in many ways, including opening your own clinic, working with other massage therapists, providing in-home services to clients, fitness centers, salons, spas, hospitals, and even working with sports teams.

5. Nutritionist business. If you love cooking and eating, and have expertise in what foods contribute to people's health, becoming a nutritionist may be a good option for you. Knowledge is one aspect, but having a bachelor's degree and internship or employment training are also components of certification. You can start your own business or work in a school or hospital.

6. Home medical institutions. You could start a nursing home or a company that provides escort services to patients undergoing surgeries or hospitalizations. There are many franchise stores operating in this area.

7. Mobile medical examination. If you like logistics and have an idea for efficiency, you might consider starting a company that provides mobile health screenings to patients, so they can receive flu shots, vision or hearing tests, blood sugar or cholesterol tests, and more at home or in the office. Other preventive inspections.

8. Midwifery/doula services. You can provide top-notch home-based doula services in this industry, including birth planning, delivery, and child care.

9. Sales of medical equipment or fitness equipment. Start a company that sells or leases equipment to laboratories, hospitals, clinics, doctors' offices, and fitness centers.

10. Special diagnosis and treatment. Build a patient care network that updates in real time. Through this service, patients can enjoy convenient same-day appointments by paying a certain annual consultation fee to the doctor.

Analysis of the prospects of the healthcare industry

Among them, big health includes medical services, drugs, medical equipment, wearable health equipment, physical therapy, and beauty., health food, healthy food, sports and leisure, health testing, health preservation, healthy home, organic agriculture, etc., are the new supports of the fifth economic wave after the IT industry.

Domestic health status

① There are 160-170 million people with hypertension in China

② There are more than 100 million people with high blood lipids

③The number of diabetic patients reaches 92.4 million

④70 million to 200 million people are overweight or obese

⑤160 million people have dyslipidemia

⑥Fat 120 million people suffer from liver disease

⑦On average, one person develops cancer every 30 seconds

⑧On average, one person develops diabetes every 30 seconds

⑨On average, one person develops diabetes every 30 seconds Every second, at least one person dies from cardiovascular and cerebrovascular diseases

The current fast-paced social life has caused people to live under high pressure, and most of them are in a sub-healthy state, with frequent headaches, long-term insomnia, and cervical spine fatigue. , memory loss, etc. are all common symptoms.

It can be seen that China’s big health industry has huge development potential, and these data have sounded the alarm to the people. It is said that "the body is the capital of revolution". Without a healthy body, how can we talk about a career and a happy life?

The demand for medical care market is huge, and the future development prospects of the industry are promising. In the new era and new normal, we should innovate vitality, reshape our own brand value, jointly improve the market environment, and put the development of the health industry on a sustainable and long-term track. Make greater and more contributions to the changes in people's lifestyles and the improvement of healthy habits.

Under this development trend, outstanding companies in medical devices and health care products will also face new opportunities and challenges. The company's multiple products combine bioelectric health care methods to adapt to the development of the times, focusing on the research and development, production and sales of a series of health care products.

In the future, people will no longer worry about waiting until they get sick before going to the hospital. From now on, we will do a good job of prevention and health care in our daily lives, so that we can keep our bodies healthy and sunny for a long time. state.

Overview of the development of the health care industry related articles:

1. Research report on the current status of the health care products market

2 . Summary of the professional and technical work of doctors in 2020

3. Sample business plan for the health industry

4. Year-end summary of medical and health personnel in 2020

5. Health food How to write a better industry introduction

6. The development trend of grain health care

7. What industry has the most prospects in 2020

8. Kindergarten health care work in 2020 Summary

9. Preventive Health Care Department Work Summary Report 2020

10. Industries with good development prospects in 2020

G. BMEX: The beginning of the long-term prosperity of the blockchain industry It has arrived. What is blockchain technology?

1. Concept of blockchain technology

Blockchain technology is a new technology that has gradually emerged with the rise of encrypted digital currency. It adopts a distributed computing model, uses blockchain to store data, and uses cryptographic principles to ensure the security of transmission and access. Data storage is jointly maintained and supervised by Internet users. It has the characteristics of decentralization, transparency, and unmodifiable data. Features [2]: It uses distributed storage and computing power to make the rights and obligations of the entire network nodes the same. The data in the system is essentially maintained by the entire network nodes, so the blockchain no longer relies on the central processing node to achieve data distribution. It can store, record and update in a certain way, so its application is not limited to currency as an asset type. Currently, its application research in various industries is relatively extensive.