The weakness of mobile healthcare: no data and services

China's mobile medical care so far, the core of development is still in the front-end technology to change the service model and data collection phase. What is missing from mobile medicine ? What is lacking is how to open up data, technology and services, and truly expand to back-end diagnosis and personal health intervention. The really effective model has not yet appeared. However, many investors, including VCs, Internet giants and in-house companies, have gradually begun to take their tentacles to the back end after a rapid development of the front-end layout.

More representative is the spring rain and Ci Ming physical examination. What Chunyu does is to integrate user health data into a health file. Health data comes from two parts, one is the health data of personal consumption, mainly from wearable devices, such as exercise, sleep, basic health indicators such as blood pressure, weight, and the other is medical history data, such as blood test reports, CT reports, etc. . For Chunyu, it is more likely that the data type is standardized as the first type of data. As long as the data interface of the hardware and the App is opened, the health data can be obtained and processed in the background to make a standard format.

What is missing in mobile medicine?

This model has many companies in foreign countries that they want to do. Apple's HealthKit is the center of all kinds of wearable devices and health data, and combines these data with electronic medical records, and ultimately links with the doctor's services, so that the data is actually applied as a clinical reference.

There are several problems with this model in China. First of all, most mass consumer wearable devices are simple in function, mainly to track the normal indicators such as exercise volume, heart rate, weight, breathing, etc. The accuracy of these wearable devices does not meet the medical reference standards, which is why most American doctors Indicates that they will not refer to data like Fitbit. In the United States, apps that are actually used by doctors as a reference for clinical diagnosis require rigorous testing and often have a very precise level of accuracy for a particular disease. This kind of clinical app and hardware is completely different from the mass consumer category. It needs FDA review for approval. Some of the doctor's prescriptions are used when it is used, which shows its professionalism. And such products are not currently available in China.

In addition, in fact, the electronic laboratory records themselves, the most critical is the electronic laboratory reports and various inspections. This is also the hardest thing to do in China. Each hospital has different standards, different formats, and no communication between hospitals. Most of the reports are paper. If you want to make an electronic medical record, assist remote diagnosis and health advice, you can only upload the scanned materials by the patient. This step is more troublesome, and many users and doctors are not willing to use it.

To grasp this most critical piece of electronic medical record, it is still more feasible to design a standardized module, relying on user input. However, development may be slower. The effect of cutting from a few specialists may be better than that of a full-scale development. Different medical records for specific chronic diseases, such as diabetes and high blood pressure, are more suitable for standardized diseases.

Even so, at present, if we really want to link the front-end technology and data, through the electronic medical record hub, to the back-end service, it is still subject to the policy restrictions on telemedicine and the lack of electronic files in the entire medical industry . The electronic medical record is more of an online to offline hub that helps patients and doctors communicate, and ultimately gives advice and guidance for offline treatment. As the pressure on the survival of public hospitals increases, more hospitals may be willing to let doctors use the online platform to reverse the line and accumulate brand influence.

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