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Aug, 2019
脑转移放射治疗的多模态体积感知检测和分割
Multimodal Volume-Aware Detection and Segmentation for Brain Metastases Radiosurgery
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Szu-Yeu Hu, Wei-Hung Weng, Shao-Lun Lu, Yueh-Hung Cheng, Furen Xiao...
TL;DR
本研究提出一种使用多模态成像和集成神经网络的深度学习方法，自动检测和分割小的靶病灶，以提高立体定向放射治疗（SRS）的效率。该方法优于当前基准水平，并证明了对于多个脑转移瘤的SRS治疗规划，可靠的AI辅助系统。
Abstract
stereotactic radiosurgery
(SRS), which delivers high doses of irradiation in a single or few shots to small targets, has been a standard of care for
brain metastases
. While very effective, SRS currently requires
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