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Jul, 2019
基于多视图影像融合和医学概念增强的自动放射学报告生成
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment
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Jianbo Yuan, Haofu Liao, Rui Luo, Jiebo Luo
TL;DR
提出了一种基于深度学习技术的生成式编码解码模型,通过对大量胸部X光图像进行预先训练并提取医疗概念,结合词级别的注意力机制,成功生成精准较为自然的放射学报告。
Abstract
Generating radiology reports is time-consuming and requires extensive expertise in practice. Therefore, reliable automatic
radiology report generation
is highly desired to alleviate the workload. Although
deep learning<
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