"Cloud Magnetic Resonance Image Reconstruction and Analysis System"

"\u4e91\u78c1\u5171\u632f\u56fe\u50cf\u91cd\u5efa\u4e0e\u5206\u6790\u7cfb\u7edf\u7684\u64cd\u4f5c\u6f14\u793a\u89c6\u9891\u672c\u89c6\u9891\u5c55\u793a\u4e86\u4e91\u78c1\u5171\u632f\u56fe\u50cf\u91cd\u5efa\u4e0e\u5206\u6790\u7cfb\u7edfCloudBrain-ReconAI\u7684\u5b8c\u6574\u64cd\u4f5c\u6d41\u7a0b\u3002\u8be5\u7cfb\u7edf\u9488\u5bf9\u4f20\u7edf\u78c1\u5171\u632f\u6210\u50cf\u5728\u91cd\u5efa\u65f6\u95f4\u957f\u3001\u8ba1\u7b97\u590d\u6742\u5ea6\u9ad8\u3001\u4e34\u5e8a\u4f7f\u7528\u95e8\u69db\u9ad8\u4ee5\u53ca\u7b97\u6cd5\u90e8\u7f72\u4e0e\u534f\u540c\u6548\u7387\u4f4e\u7b49\u95ee\u9898\uff0c\u7ed3\u5408\u4e91\u8ba1\u7b97\u4e0e\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u6784\u5efa\u4e86\u4e00\u4f53\u5316\u7684\u5728\u7ebf\u91cd\u5efa\u4e0e\u5206\u6790\u5e73\u53f0\u3002\u7cfb\u7edf\u652f\u6301\u591a\u5382\u5546k\u7a7a\u95f4\u6570\u636e\u7684\u4e0a\u4f20\u4e0e\u5904\u7406\uff0c\u901a\u8fc7\u81ea\u52a8\u5316GPU\u8d44\u6e90\u8c03\u5ea6\uff0c\u5b9e\u73b0\u78c1\u5171\u632f\u56fe\u50cf\u7684\u5feb\u901f\u91cd\u5efa\u4e0e\u5b9e\u65f6\u53ef\u89c6\u5316\u3002\u540c\u65f6\uff0c\u5e73\u53f0\u96c6\u6210\u4e86\u56fe\u50cf\u8d28\u91cf\u8bc4\u5206\u3001\u7edf\u8ba1\u5206\u6790\u53ca\u4e34\u5e8a\u8bc4\u4f30\u529f\u80fd\uff0c\u652f\u6301\u591a\u7528\u6237\u534f\u540c\u64cd\u4f5c\u4e0e\u7ed3\u679c\u5171\u4eab\u3002\u5728\u6570\u636e\u5b89\u5168\u65b9\u9762\uff0c\u7cfb\u7edf\u91c7\u7528\u52a0\u5bc6\u4f20\u8f93\u4e0eDICOM\u8131\u654f\u673a\u5236\uff0c\u4fdd\u969c\u60a3\u8005\u9690\u79c1\u4e0e\u6570\u636e\u5408\u89c4\u6027\u3002\u6b64\u5916\uff0c\u7cfb\u7edf\u80fd\u591f\u81ea\u52a8\u751f\u6210\u7edf\u8ba1\u5206\u6790\u62a5\u544a\uff0c\u4e3a\u4e34\u5e8a\u9a8c\u8bc1\u4e0e\u79d1\u7814\u5de5\u4f5c\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002\u672c\u89c6\u9891\u901a\u8fc7\u5b8c\u6574\u6d41\u7a0b\u6f14\u793a\uff0c\u5c55\u793a\u4e86\u8be5\u7cfb\u7edf\u5728\u6548\u7387\u3001\u53ef\u6269\u5c55\u6027\u53ca\u4e34\u5e8a\u5e94\u7528\u65b9\u9762\u7684\u4f18\u52bf\uff0c\u4e3a\u78c1\u5171\u632f\u56fe\u50cf\u91cd\u5efa\u7684\u4e91\u7aef\u5316\u4e0e\u667a\u80fd\u5316\u63d0\u4f9b\u4e86\u4e00\u79cd\u53ef\u884c\u7684\u6280\u672f\u8def\u5f84\u3002This video demonstrates the operation workflow of a cloud-based magnetic resonance imaging (MRI) reconstruction and analysis system, namely CloudBrain-ReconAI. The system is designed to address key challenges in conventional MRI reconstruction, including long reconstruction time, high computational complexity, limited accessibility for clinicians, and low efficiency in algorithm deployment and collaboration. By leveraging cloud computing and artificial intelligence technologies, the platform enables online reconstruction, quality assessment, statistical analysis, and clinical evaluation within an integrated framework.The demonstration covers the complete pipeline, including data upload, automatic GPU resource scheduling, real-time reconstruction visualization, and collaborative evaluation. The system supports multi-vendor k-space data, secure data transmission, and DICOM anonymization. In addition, it provides automated statistical reporting tools to facilitate clinical validation. This video highlights the efficiency, scalability, and clinical applicability of the proposed system, offering a practical solution for intelligent and cloud-based MRI reconstruction and analysis."