Automated Semantic Indexing of Figure Captions to Improve Radiology Image Retrieval

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Research Paper: Automated Semantic Indexing of Figure Captions to Improve Radiology Image Retrieval

OBJECTIVE We explored automated concept-based indexing of unstructured figure captions to improve retrieval of images from radiology journals. DESIGN The MetaMap Transfer program (MMTx) was used to map the text of 84,846 figure captions from 9,004 peer-reviewed, English-language articles to concepts in three controlled vocabularies from the UMLS Metathesaurus, version 2006AA. Sampling procedu...

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Figure Captions

We report the high frequency performance of GaAs/AlGaAs multiple quantum well (MQW) based AsymmetricFabry Perot (ASFP) reflection modulator. The measured frequency response bandwidth of the modulator was ~600 MHz at an applied voltage of only 5 V at a wavelength of ~ 854 nm. The differential contrast of the modula-tor was 4.0 at an applied voltage of 12.5 at a wavelength of 863 nm.

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Figure Captions

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Image indexing and retrieval using automated annotation

Searching digital information archives on the Internet and elsewhere has become a significant part of our daily lives. Amongst the rapidly growing body of information there are a vast number of digital images. The task of automated image retrieval is complicated by the fact that many images do not have adequate textual descriptions. Retrieval of images through analysis of their visual content i...

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ژورنال

عنوان ژورنال: Journal of the American Medical Informatics Association

سال: 2009

ISSN: 1067-5027,1527-974X

DOI: 10.1197/jamia.m2945