Unified framework for development, deployment and robust testing of neuroimaging algorithms.
Unified framework for development, deployment and robust testing of neuroimaging algorithms.
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DOI：
10.1007/s12021-010-9092-8
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发表时间：
2011-03
期刊：
影响因子：
3
通讯作者：
Papademetris X
中科院分区：
文献类型：
--
作者：
Joshi A;Scheinost D;Okuda H;Belhachemi D;Murphy I;Staib LH;Papademetris X
为神经成像算法开发图形和命令行用户界面需要相当大的努力。神经成像算法只有在其预期用户可以轻松频繁地使用时才能发挥其潜力。在多个平台上部署一个大的算法套件需要用户界面控件的一致性，跨各种平台的一致结果和彻底的测试。我们提出了一种新的面向对象的框架，允许快速开发复杂的图像分析算法与许多可重用的组件和能够轻松地添加图形用户界面控件的设计和实现。我们的框架还允许对算法进行简化但强大的夜间测试，以确保稳定性和跨平台互操作性。所有功能都封装到一个软件对象中，不需要单独的用户界面、测试或部署源代码。这种提法使我们的框架非常适合开发新的，稳定的和易于使用的算法，用于医学图像分析和计算机辅助干预。该框架已经在耶鲁大学部署，并在开源多平台图像分析软件BioImage Suite（bioimagesuite.org）中公开使用。
Developing both graphical and command-line user interfaces for neuroimaging algorithms requires considerable effort. Neuroimaging algorithms can meet their potential only if they can be easily and frequently used by their intended users. Deployment of a large suite of such algorithms on multiple platforms requires consistency of user interface controls, consistent results across various platforms and thorough testing. We present the design and implementation of a novel object-oriented framework that allows for rapid development of complex image analysis algorithms with many reusable components and the ability to easily add graphical user interface controls. Our framework also allows for simplified yet robust nightly testing of the algorithms to ensure stability and cross platform interoperability. All of the functionality is encapsulated into a software object requiring no separate source code for user interfaces, testing or deployment. This formulation makes our framework ideal for developing novel, stable and easy-to-use algorithms for medical image analysis and computer assisted interventions. The framework has been both deployed at Yale and released for public use in the open source multi-platform image analysis software—BioImage Suite (bioimagesuite.org).
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DOI：
10.1002/rcs.241
发表时间：
2009-06
影响因子：
2.5
作者：
Papademetris, Xenophon;DeLorenzo, Christine;Flossmann, Sven;Neff, Markus;Vives, Kenneth P.;Spencer, Dennis D.;Staib, Lawrence H.;Duncan, James S.
通讯作者：
Duncan, James S.
影响因子：
7.7
作者：
Taksali, Sara E.;Caprio, Sonia;Weiss, Ram
通讯作者：
Weiss, Ram
DOI：
10.1073/pnas.0705408104
发表时间：
2007-07-31
影响因子：
11.1
作者：
Petersen, Kitt Falk;Dufour, Sylvie;Shulman, Gerald I.
通讯作者：
Shulman, Gerald I.
工作记忆负荷对人颅内脑电图中振荡能力的影响。
影响因子：
3.7
作者：
Meltzer, Jed A.;Zaveri, Hitten P.;Goncharova, Irina I.;Distasio, Marcello M.;Papademetris, Xenophon;Spencer, Susan S.;Spencer, Dennis D.;Constable, R. Todd
通讯作者：
Constable, R. Todd
影响因子：
10.9
作者：
Wolf, I;Vetter, M;Meinzer, HP
通讯作者：
Meinzer, HP