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DoctorEye: A Clinically Driven Multifunctional Platform, for Accurate Processing of Tumors in Medical Images

机译:DoctorEye:临床驱动的多功能平台,用于准确处理医学图像中的肿瘤

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摘要

This paper presents a novel, open access interactive platform for 3D medical image analysis, simulation and visualization, focusing in oncology images. The platform was developed through constant interaction and feedback from expert clinicians integrating a thorough analysis of their requirements while having an ultimate goal of assisting in accurately delineating tumors. It allows clinicians not only to work with a large number of 3D tomographic datasets but also to efficiently annotate multiple regions of interest in the same session. Manual and semi-automatic segmentation techniques combined with integrated correction tools assist in the quick and refined delineation of tumors while different users can add different components related to oncology such as tumor growth and simulation algorithms for improving therapy planning. The platform has been tested by different users and over large number of heterogeneous tomographic datasets to ensure stability, usability, extensibility and robustness with promising results.
机译:本文提出了一种新颖的,开放式的交互式平台,用于3D医学图像分析,模拟和可视化,重点是肿瘤图像。该平台是通过不断的互动和专家临床医生的反馈而开发的,整合了他们的需求的全面分析,同时其最终目标是帮助准确描绘肿瘤。它使临床医生不仅可以处理大量3D断层扫描数据集,而且可以在同一会话中有效地注释多个感兴趣的区域。手动和半自动分割技术与集成的校正工具相结合,有助于快速精确地描绘肿瘤,而不同的用户可以添加与肿瘤学相关的不同成分,例如肿瘤生长和用于改善治疗计划的模拟算法。该平台已经过不同用户的测试,并在大量的异构层析数据集上进行了测试,以确保稳定性,可用性,可扩展性和鲁棒性,并获得可喜的结果。

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