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Searching for vertebrae in a large collection of spine X-ray images that are relevant to pathology is potentially important for providing assistance to radiologists and bone morphometrists. Developing appropriate methods for such searching tasks is very challenging due to the high similarities among vertebral shapes in contrast to the subtle dissimilarities that characterize the pathology. In this...
This paper presents a classification-driven biomedical image retrieval approach based on multi-class support vector machine (SVM) and uses image filtering and similarity fusion. In this framework, the probabilistic outputs of the SVM are exploited to reduce the search space for similarity matching. In addition, the predicted category of the query image is used for linear combination of similarity...
MEDLINE®, the flagship database of the U.S. National Library of Medicine, is a critical source of information for biomedical research and clinical medicine. The automated extraction of bibliographic data, such as article titles, author names, abstracts, and references, is essential to the affordable creation of this citation database. References, typically appearing at the end of journal articles,...
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