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Surgical Tools Recognition and Pupil Segmentation for Cataract Surgical Process Modeling

机译：白内障手术过程建模的外科工具识别与瞳孔分割

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In image-guided surgery, a new generation of Computer-Assisted-Surgical (CAS) systems based on information from the Operating Room (OR) has recently been developed to improve situation awareness in the OR. Our main project is to develop an application-dependant framework able to extract high-level tasks (surgical phases) using microscope videos data only. In this paper, we present two methods: one method to segment the pupil and one to extract and recognize surgical tools. We show how both methods improve the accuracy of the framework for analysis of cataract surgery videos, to detect eight surgical phases.

机译：在图像引导的手术中，最近已经开发出基于手术室（或）信息的新一代计算机辅助手术（CAS）系统，以改善在或。我们的主要项目是开发一种应用依赖框架，能够使用显微镜视频数据提取高级任务（手术阶段）。在本文中，我们提出了两种方法：一种方法来分割学生和一个提取和识别手术工具。我们展示了如何提高对白内障手术视频分析框架的准确性，以检测八个手术阶段。

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《Medicine Meets Virtual Reality》|2012年||共7页
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David BOUGET; Florent LALYS; Pierre JANNIN;
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中图分类医学与其他学科的关系;
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专利

1. Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos [J] . Quellec G., Lamard M., Cochener B., Medical Imaging, IEEE Transactions on . 2014,第12期

机译：白内障手术视频中手术任务的实时分割和识别
2. Medical and surgical management of the small pupil during cataract surgery [J] . Saba Al-Hashimi, Kendall Donaldson, Richard Davidson, Journal of cataract and refractive surgery . 2018,第8期

机译：白内障手术期间小瞳孔的医疗和手术管理
3. COMBINED CATARACT AND GLAUCOMA SURGERY: THE EFFECT OF PUPIL ENLARGEMENT ON SURGICAL OUTCOMES (AN AMERICAN OPHTHALMOLOGICAL SOCIETY THESIS) [J] . L. Jay Katz, Camila Zangalli, Raymond Clifford, Transactions of the American Ophthalmological Society. . 2013,第Null期

机译：白内障合并青光眼手术：小瞳孔扩大对手术结局的影响（美国眼科社会论文）
4. Surgical Tools Recognition and Pupil Segmentation for Cataract Surgical Process Modeling [C] . David BOUGET, Florent LALYS, Pierre JANNIN Medicine Meets Virtual Reality . 2012

机译：白内障手术过程建模的外科工具识别与瞳孔分割
5. Realistic tool-tissue interaction models for surgical simulation and planning. [D] . Misra, Sarthak. 2009

机译：现实的工具-组织交互模型，用于手术模拟和规划。
6. Improving productivity costs and environmental impact in International Eye Health Services: using the ‘Eyefficiency’ cataract surgical services auditing tool to assess the value of cataract surgical services [O] . Hena Goel, Thomas Alan Wemyss, Tanya Harris, 2021

机译：在国际眼睛健康服务中提高生产力成本和环境影响：使用EyeFity白内障外科服务审计工具来评估白内障外科服务的价值
7. Improving productivity, costs and environmental impact in International Eye Health Services: using the ‘Eyefficiency’ cataract surgical services auditing tool to assess the value of cataract surgical services [O] . Hena Goel, Thomas Alan Wemyss, Tanya Harris, 2021

机译：在国际眼睛健康服务中提高生产力，成本和环境影响：使用“EyeFity”白内障外科服务审计工具来评估白内障外科服务的价值
8. A Program to Design, Develop, Test and Evaluate Feasibility Prototype Models of Preparation/Sterilization Equipment to Process Medical/Surgical Supplies. Volume II. Appendices [R] . Schneier, M. L., Joslyn, L. J., Peters, H. B., 1978

机译：设计，开发，测试和评估制备/灭菌设备的可行性原型模型以处理医疗/手术用品的程序。第二卷。附录

Surgical Tools Recognition and Pupil Segmentation for Cataract Surgical Process Modeling

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