Vistapath 与 Scale Studio 的合作：通过下一代病理学实验室增强患者体验
技术
- 分析与建模 - 计算机视觉软件
- 网络安全和隐私 - 安全合规
适用行业
- 设备与机械
- 造纸
适用功能
- 采购
- 质量保证
用例
- 计算机视觉
- 租赁金融自动化
服务
- 测试与认证
- 培训
关于客户
Vistapath是一家病理学实验室，旨在利用计算机视觉和人工智能打造下一代病理学实验室。他们专注于改善销售流程，这是诊断癌症等疾病的关键一步。 Vistapath 的目标是减少总流程中可能导致误诊的人为错误。为了实现这一目标，他们开发了 Sentinel，这是一种通过组织检测模型增强组织学家工作的设备。 Vistapath 为使用各种组织学盒和背景底物的各种实验室提供服务。
挑战
Vistapath 是一家病理学实验室，在销售过程中面临着重大挑战，销售过程是诊断癌症等疾病的关键步骤。 Grossing 涉及评估和记录组织样本的物理特征，这个过程很容易出现人为错误，并可能导致误诊。 Vistapath 旨在通过利用计算机视觉和人工智能来减少这些错误。然而，他们在开发稳健的组织检测模型时遇到了问题。该模型需要数百到数千张精确注释的图像，这项任务需要组织学家和专家可以轻松使用的工具。最初，Vistapath 使用开源注释工具，但缺乏自动化和可扩展性。然后，他们尝试了一种自动化程度更高的工具，但未能满足他们的安全性和合规性要求。因此，Vistapath 需要一个能够提供注释自动化工具来满足其严格的安全性和合规性要求的合作伙伴。
解决方案
Vistapath 与 Scale 合作并使用他们的产品 Studio 来解决他们的注释问题。 Scale Studio 满足了 Vistapath 的安全性和合规性要求，还提供了更有效地标记数据所需的自动化工具。 Studio提供的审核工具帮助审阅者确认注释的准确性。与 Scale 的合作使 Vistapath 能够加快注释速度并提高机器学习团队的工作效率。 Studio 还充当 Vistapath 的数据仓库，提供存储数据集并可以轻松查询的中心位置。因此，Vistapath 的组织检测模型不断改进，提供更多更好的数据，使组织学家和病理学家能够更快、更准确地生成总体报告。
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