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A Collaborative Digital Pathology System for Multi-Touch Mobile and Desktop Computing Platforms

机译:用于多点触控移动和桌面计算平台的协作数字病理系统

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Collaborative slide image viewing systems are becoming increasingly important in pathology applications such as telepathology and E-learning. Despite rapid advances in computing and imaging technology, current digital pathology systems have limited performance with respect to remote viewing of whole slide images on desktop or mobile computing devices. In this paper we present a novel digital pathology client-server system that supports collaborative viewing of multi-plane whole slide images over standard networks using multi-touch-enabled clients. Our system is built upon a standard HTTP web server and a MySQL database to allow multiple clients to exchange image and metadata concurrently. We introduce a domain-specific image-stack compression method that leverages real-time hardware decoding on mobile devices. It adaptively encodes image stacks in a decorrelated colour space to achieve extremely low bitrates (0.8 bpp) with very low loss of image quality. We evaluate the image quality of our compression method and the performance of our system for diagnosis with an in-depth user study.
机译:协作幻灯片图像查看系统在诸如病理学和电子学习等病理学应用中变得越来越重要。尽管计算和成像技术取得了飞速发展,但是当前的数字病理系统在远程查看台式机或移动计算设备上的整个幻灯片图像方面的性能有限。在本文中,我们提出了一种新颖的数字病理客户端服务器系统,该系统支持使用支持多点触摸的客户端在标准网络上协作查看多平面整个幻灯片图像。我们的系统建立在标准的HTTP Web服务器和MySQL数据库的基础上,以允许多个客户端同时交换图像和元数据。我们介绍了一种特定于域的图像堆栈压缩方法,该方法利用了移动设备上的实时硬件解码。它在去相关颜色空间中自适应地编码图像堆栈,以实现极低的比特率(0.8 bpp),而图像质量的损失却很小。通过深入的用户研究,我们评估了压缩方法的图像质量以及诊断系统的性能。

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