Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark

机译：基于多模式的医疗案例的放射图像检索和报告：内脏检索基准测试中的SnumedInfo

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This paper describes the participation at the VISCERAL Retrieval benchmark. The task is about retrieving relevant medical cases from radiology image and report. Both query and retrieval datasets are composed of multimodal data. We extracted low-level visual features (SURF) from images and trained a query-specific SVM classifier for image retrieval. For textual retrieval, we estimated relevance with an anatomy-pathology paired RadLexID similarity function. In mixed retrieval, we combined them using weighted Borda-fuse method.

机译：本文介绍了对内脏检索基准的参与。任务是关于从放射学图像和报告中检索相关的医疗案例。查询和检索数据集都由多模式数据组成。我们从图像中提取了低级视觉功能（冲浪）并训练了查询特定的SVM分类器以进行图像检索。对于文本检索，我们估计与解剖学配对的RadlexId相似函数的相关性。在混合检索中，我们将它们组合使用加权BORDA-FUSE方法。

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《International Workshop on Multimodal Retrieval in the Medical Domain》|2015年||共5页
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Sungbin Choi;
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中图分类 G354-53;
关键词
Multimodal retrieval; Case-based retrieval; SURF; SVM;

机译：多式化检索;基于案例的检索;冲浪;SVM;

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专利

1. Towards case-based medical learning in radiological decision making using content-based image retrieval [J] . Petra Welter, Thomas M Deserno, Benedikt Fischer, BMC Medical Informatics and Decision Making . 2011,第1期

机译：基于内容的图像检索在放射学决策中基于案例的医学学习
2. Automatic Semantic Indexing Of Medical Images Using A Web Ontologylanguage For Case-based Image Retrieval [J] . Gowri Allampalli-Nagaraj, Isabelle Bichindaritz Engineering Applications of Artificial Intelligence . 2009,第1期

机译：使用Web本体语言进行基于案例的图像检索的医学图像自动语义索引
3. Automated semantic indexing of imaging reports to support retrieval of medical images in the multimedia electronic medical record. [J] . Lowe HJ, Antipov I, Hersh W, Methods of information in medicine . 1999,第4a5期

机译：成像报告的自动语义索引支持在多媒体电子病历中检索医学图像。
4. Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark [C] . Sungbin Choi Multimodal retrieval in the medical domain . 2015

机译：基于放射影像和报告的基于多模式医疗案例的检索：VISUMAL检索基准上的SNUMedinfo
5. A content-based similarity retrieval system for multimodal functional brain images [D] . Tungaraza, Rosalia F. L. 2009

机译：基于内容的多模式功能脑图像相似度检索系统
6. Towards case-based medical learning in radiological decision making using content-based image retrieval [O] . Petra Welter, Thomas M Deserno, Benedikt Fischer, 2011

机译：使用基于内容的图像检索在放射学决策中基于案例的医学学习
7. Towards case-based medical learning in radiological decision making using content-based image retrieval [O] . Welter Petra Edith, Deserno Thomas, Fischer Benedikt, 2011

机译：使用基于内容的图像检索在放射学决策中基于案例的医学学习
8. SNUMedinfo at TREC CDS Track 2014: Medical Case-based Retrieval Task. [R] . Choi, S., Choi, J. 2014

机译：2014年TREC CDs Track的sNUmedinfo：基于医疗案例的检索任务。

Multimodal Medical Case-Based Retrieval on the Radiology Image and Report: SNUMedinfo at VISCERAL Retrieval Benchmark

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