In the medical industry, the amount of data used for patient diagnostic analysis is increasing, but the strong professional and experience threshold limits the size of medical analysts, making the pressure of medical data analysis get bigger and bigger. In the face of the current misdiagnosis rate and low efficiency in medical analysis, the vigorous development of artificial intelligence technology provides a new way to improve and solve the problem. With the continuous development and maturity of distributed cloud storage, high-performance cloud computing cluster, cloud database, cloud security, large data analysis, intelligent identification technology, network quality, data carrying capacity, coverage accessibility and intelligent identification accuracy have been able to meet the needs of large-scale medical information applications.
Smarco big data processing can provide medical imaging intelligence analysis platform, the use of in-depth learning methods to establish a medical-assisted diagnostic model, auxiliary medical image interpretation, to help improve the accuracy and efficiency of medical image analysis.
Based on the computing resource、storage resource and network resource deployment and call of Smarco cloud computing platform, we can establish a health information platform with large data processing technology and existing medical application software. It can carry the basic medical system、personal health information management system、public health information management system and other services, including basic medical information system, integrated medical imaging analysis and other auxiliary medical intelligence module, providing a holistic solution from the data storage、management and analysis.
At the same time, Smarco cloud medical platform can achieve end-to-end management 、operation and maintenance system, it used the entire cabinet mode for unified delivery, which shortens the system on-line time.
SmarCo medical industry solution architecture diagram
High accuracy. We use deep learning to model the medical data, extract and analyze the feature information, accurately interpret the medical image data, and give the key indicators and characteristics needed for the analysis of medical personnel from various aspects. These can be used by medical personnel to help improve the accuracy of medical data diagnosis
（a） CT 3-dimensional medical image input，（b）Separation of suspected pulmonary nodules (red area marked display).
Output of suspected nodal medical parameters
Easier to use. Smarco cloud medical platform solutions can be integrated delivery, to achieve business integration, rapid deployment, on-demand expansion, shortening the business deployment cycle.
High security. Medical information is sensitive. Smarco cloud security through the border access control, attack protection and other technology to protect information security, and the use of modern security management principles, methods and means from the technical, organizational management to solve and eliminate insecurity, to ensure efficient and safe to provide users with hospital business