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English(EN) An Open-Source Monitoring Framework for Data Exploration and Progress Tracking in Multi-Center Radiology Studies

开源框架增强多中心放射学研究监控

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员开发了一个开源监控框架，旨在改进多中心放射学研究中的数据探索和进展跟踪。该框架基于Grafana和Prometheus构建，采用轻量级架构，聚合来自不同研究站点的数据指标，并通过可配置的仪表板进行展示。该框架已集成到Kaapana医学影像平台，并成功部署于德国范围内的RACOON联盟，涉及38家大学附属医院。该框架旨在促进大规模、分布式研究工作的透明协调和高效管理，同时保护隐私。 AI

排序理由 该集群描述了一篇关于特定应用领域开源框架的研究论文。[lever_c_demoted from research: ic=2 ai=0.4]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Markus Bujotzek, Jonas Scherer, Stefan Denner, Peter Neher, Benjamin Hamm, Lorenz Feineis, Uenal Akuenal, Andreas Bucher, Tobias Penzkofer, Klaus Maier-Hein ·

    An Open-Source Monitoring Framework for Data Exploration and Progress Tracking in Multi-Center Radiology Studies

    arXiv:2606.16861v1 Announce Type: new Abstract: Multi-center studies are crucial for advancing medical and radiological research. Data exploration, collaboration discovery, and study progress monitoring are essential for maximizing their potential. However, in practice these proc…

  2. arXiv cs.CV TIER_1 English(EN) · Klaus Maier-Hein ·

    An Open-Source Monitoring Framework for Data Exploration and Progress Tracking in Multi-Center Radiology Studies

    Multi-center studies are crucial for advancing medical and radiological research. Data exploration, collaboration discovery, and study progress monitoring are essential for maximizing their potential. However, in practice these processes often rely on manual communication and sha…

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