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arXiv 2306.03619cs.HCcs.CVeess.IV

病理实验室的数字化:经验教训综述

Digitization of Pathology Labs: A Review of Lessons Learned

Fraunhofer Institute for Digital Medicine MEVIS(弗劳恩霍夫数字医学研究所MEVIS);Charité – Universitätsmedizin Berlin(柏林夏里特医学院);Freie Universität Berlin(柏林自由大学);Humboldt Universität zu Berlin(柏林洪堡大学)

Lars Ole Schwen, Tim-Rasmus Kiehl, Rita Carvalho, Norman Zerbe, André Homeyer

AI总结:

针对病理实验室数字化缺乏系统经验梳理的问题,该综述从数字病例管理、数字读片、计算机辅助读片等多维度总结经验教训,覆盖性能监测指标与实测值,为相关人员优化数字化落地、打造未来适配型实验室提供参考。

摘要:

病理实验室正越来越多地采用数字化工作流程。这有望提升实验室效率,但数字化过程也伴随着重大挑战。已有多篇报告描述了特定实验室在数字化过程中的个体经验,但目前仍缺乏对所得经验教训的全面梳理。我们对数字化进程不同维度的经验教训进行了综述,涵盖数字病例管理、数字玻片读片以及计算机辅助玻片读片。我们还介绍了用于监测性能和缺陷的指标,以及在实践中观测到的对应数值。本综述旨在帮助病理学家、IT决策者和管理者借鉴他人经验,以最优方式推进数字化进程,让自身实验室具备未来适应性。

英文摘要:

Pathology laboratories are increasingly using digital workflows. This has the potential of increasing lab efficiency, but the digitization process also involves major challenges. Several reports have been published describing the individual experiences of specific laboratories with the digitization process. However, a comprehensive overview of the lessons learned is still lacking. We provide an overview of the lessons learned for different aspects of the digitization process, including digital case management, digital slide reading, and computer-aided slide reading. We also cover metrics used for monitoring performance and pitfalls and corresponding values observed in practice. The overview is intended to help pathologists, IT decision-makers, and administrators to benefit from the experiences of others and to implement the digitization process in an optimal way to make their own laboratory future-proof.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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