A fast Algorithm for Automatic Segmentation of Pancreas Histological Images for Glucose Intolerance Identification

This paper describes a novel fast algorithm for automatic segmentation of islets of Langerhans and β-cell region from pancreas histological images for automatic identification of glucose intolerance. Here LUV color space and con- nected component analysis are used on 134 images among which 56 are of...

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Detalhes bibliográficos
Autor principal: Bandyopadhyay, Tathagata (author)
Outros Autores: Mitra, Shyamali (author), Mitra, Sreetama (author), Nibaran, Das (author), Rato, Luis (author), Naskar, Mrinal (author)
Formato: article
Idioma:por
Publicado em: 2020
Assuntos:
Automatic Segmentation
Histological image
Islets of Langerhans
β-cell
Diabetes,
Computerized Diagnostic System
Extreme Learning Machine
Texto completo:http://hdl.handle.net/10174/27558
País:Portugal
Oai:oai:dspace.uevora.pt:10174/27558

Texto Completo

http://hdl.handle.net/10174/27558

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