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OpenMed's Batch Processing Provides Industrial-Grade Solution for Healthcare Big Data Analytics

2025-08-20 294

大规模数据处理能力解析

OpenMed针对医疗机构的批量处理需求,开发了支持GPU加速的并行计算框架。其核心批量处理API可自动优化内存分配,在40GB显卡环境下实现每秒300条记录的吞吐量。某三甲医院实际部署案例表明,使用OpenMed-NER-ClinicalDetect-268M模型处理10万份电子病历仅耗时2.3小时,准确率保持在98.2%以上。平台特有的动态批次调整技术(batch_size=8至32自适应)确保不同规模硬件都能获得最优性能,较传统串行处理效率提升40倍。

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