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Classification of HEp-2 Staining Pattern Images Using Adapted Multilayer Perceptron Neural Network-Based Intra-Class Variation of Cell Shape

There exists a growing interest from the clinical practice research communities in the development of methods to automate HEp-2 stained cells classification procedure from histopathological images. Challenges faced by these methods include variations in cell densities and cell patterns, overfitting...

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Detalles Bibliográficos
Autores principales: Al-Dulaimi, Khamael, Banks, Jasmine, Al-Sabaawi, Aiman, Nguyen, Kien, Chandran, Vinod, Tomeo-Reyes, Inmaculada
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959868/
https://www.ncbi.nlm.nih.gov/pubmed/36850793
http://dx.doi.org/10.3390/s23042195