Eric Top has a description of digital humans in the book Subversion of Medicine :
By placing the body in our extended nervous system and through electronic media, we have built a dynamic system that will rapidly mature digital, non-medical mobile devices, cloud computing and social networking with thriving genomics, Combining biosensors with the digital medical field of advanced imaging technology, combining these tools and capabilities, we can get anatomical, physiological and biological data about ta for everyone.
But how can these data be more comprehensive data collection and aggregation on the human body in a longer time dimension, such as diabetes, hypertension, heart disease, physical examination, exercise, sleep data, etc., and let the medical health chain Each of the above characters can use this complete data, can it benefit every life?
On September 17, Alibaba Cloud announced with Shenzhen Zhongruiqi and Hangzhou Jinwei Health that the three parties will cooperate to form the “Clouds on Peace†alliance. Through the joint community hospitals, tertiary general hospitals, medical hardware manufacturers, medical health APPs, health checkup centers, and medical health analysis model providers, the health care data scattered around the area will be aggregated and opened up with the patient's knowledge and authorization, in order to achieve Data-based precision medicine .
Taking heart disease treatment as an example, users can view their own ECG data by connecting the “good friend†of the ECG equipment in the “Cloud on the Heart†alliance to the human body and connecting the “Good Friends ECG†APP. At the same time, the data is synchronized with the hospital. If an abnormality occurs, the doctor or emergency center can intervene in advance. Wang Ruisi, founder of Zhongruiqi, said, “The product is developed directly for individual users and provides professional medical services.†That is to say, each user is equivalent to having a private doctor.
In the pilot project in early July this year, Alibaba Cloud and Zhongruiqi distributed relevant equipment to patients with cardiovascular and cerebrovascular diseases among 20,000 elderly people in Hangzhou Mishixiang Community. Jinwei Health provides ECG data collection for residents and community hospitals. Heart health management services help community residents to identify potential risks in the heart early and bring high-risk groups into the care system.
All the data of the eco-participants of the "Cloud Security" Alliance will be stored on Alibaba Cloud, and Alibaba Cloud's powerful computing power and open ECG algorithm will enable parallel processing of hundreds of millions of data. Such as the recording process of the electrocardiogram, the filtering of the ECG noise, the eigenvalue capture (such as p wave, r wave, st segment). Through Alibaba Cloud Data Processing Platform ODPS and Analytical Database ADS, offline data and real-time data processing can be performed to quickly access more standard applications and third-party medical data.
Alibaba's senior product expert Wu Kai said that the alliance will focus on the ECG data, and open up the hospital's biochemical indicators, diagnostic data and hospital external ECG, blood glucose data, and other physical and sports data, in order to more comprehensive three-dimensional Describe the health of a patient to achieve precise medical care.
According to reports, ECG data collection is similar to sound data collection, the acquisition frequency of sensor data is high, and the amount of ECG data is very large. A person's 24-hour ECG data is about 150M, and a person's heart beats 2.5-300 billion. Second, there will be a per capita data of 4394G ECG data. In the current medical engineering world, whether it is static ECG data in the hospital or dynamic ECG data, after the disease is detected, it will be idle or cleared due to the huge amount of data.
Wu Kai said that if these data are used, it will produce immeasurable value for the detection of Chinese heart disease. “The challenge is that massive amounts of ECG data not only require unlimited storage capacity, but also powerful data processing and analysis capabilities, both of which are advantages of Alibaba Cloud.â€
It is reported that the ECG database has become a common medical indicator in the United States and Europe, but in China, there is currently no complete ECG database. And the ECG algorithm processing mode is only the classification of ECG signals based on small sample feature recognition. "I hope to establish a statistical analysis of ECG signals based on big data capabilities in the future, as well as large data samples in the medical industry , and gradually realize human data." Wu Kai said.
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