Core Data Processing Capability Matrix
Multimodal Data Analysis
Medical image processing: supports parsing of CT, MRI, ultrasound, and other imaging formats; Scan enhancement; Audio/video analysis: batch processing of multi-source audio and video, extracting key diagnostic information; All parsing results standardized output via API, ensuring seamless integration with hospital information systems.
Intelligent Data Enhancement
Entity relationship modeling: automatic identification of relationships between medications, conditions, and treatment plans; Temporal data alignment: timeline alignment of medical records in EHR; Data consistency validation: cross-validation based on metadata and content logical consistency
Enterprise-Grade Processing Architecture
Distributed processing architecture: supports large-scale concurrency, meeting high-throughput data processing demands; Batch processing pipeline: efficient parsing of large-scale medical data uploads
Standardized Output System
Structured data output (OpenAPI compatible); Differential comparison reports: automatic generation of treatment record comparison reports; Data lineage tracking: complete data processing traceability chain; All processing results output through standard API interfaces for rapid medical system integration.
Medical Data Processing Case Studies
Medical Image Processing
Processing 50 TB of CT and MRI scans
Solution
Processing workflow: • Medical image format standardization • Automated lesion detection and annotation • Structured report generation
Result
78% reduction in report generation time | 97.6% diagnostic accuracy
Electronic Health Record Parsing
Batch parsing of 200,000 electronic health records, automatically extracting patient information, symptom records, and treatment plans.
Solution
Processing workflow: ▸ Health record text format standardization ▸ OCR recognition of handwritten and printed text ▸ Automatic extraction of key medical data
Result
82% reduction in data entry time | 96.4% data extraction accuracy
Audio/Video Data Processing
Batch processing of doctor consultation recordings and videos, extracting key dialogues and diagnostic opinions.
Solution
Processing workflow: ▸ Audio transcription and speech recognition ▸ Key dialogue content extraction ▸ Structured consultation record generation
Result
1.3x faster audio/video analysis | 92.8% key content extraction accuracy
Compliance and Data Governance
Batch processing of hospital internal compliance audit data
Solution
Governance process: ▸ Medical data security audit ▸ Data lineage tracking ▸ Multi-source data compliance verification
Result
65% reduction in audit preparation time | 99.9% data compliance rate
