Joint Triplet Autoencoder for histopathological colon cancer nuclei retrieval

Deep learning has shown a great improvement in the performance of visual tasks. Image retrieval is the task of extracting the visually similar images from a database for a query image. The feature matching is performed to rank the images. Various hand-designed features have been derived in past to r...

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Veröffentlicht in:	Multimedia tools and applications 2024, Vol.83 (1), p.1063-1082
Hauptverfasser:	Singh, Satya Rajendra, Dubey, Shiv Ram, MS, Shruthi, Ventrapragada, Sairathan, Dasharatha, Saivamshi Salla
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Colorectal cancer Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Image analysis Image reconstruction Image retrieval Medical imaging Multimedia Information Systems Nuclei Retrieval Special Purpose and Application-Based Systems Supervised learning Unsupervised learning Visual tasks
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