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Out-of-Sample Extrapolation utilizing Semi-Supervised Manifold Learning (OSE-SSL): Content Based Image Retrieval for Histopathology Images

Content-based image retrieval (CBIR) retrieves database images most similar to the query image by (1) extracting quantitative image descriptors and (2) calculating similarity between database and query image descriptors. Recently, manifold learning (ML) has been used to perform CBIR in a low dimensi...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Sparks, Rachel, Madabhushi, Anant
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4893667/
https://ncbi.nlm.nih.gov/pubmed/27264985
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep27306
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