SYNTHETIC HISTOPATHOLOGY LYMPHOCYTE IMAGES AUGMENTATION USING CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS

Histopathology image analysis is widely used and is essential for diagnosis and cancer grading, including colorectal cancer. However, due to a lack of availability and labor-intensive annotation procedures, getting a significant and varied collection of histopathology images for training machine lea...

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Bibliographic Details
Main Authors: Alexandra-Georgiana ANDREI, Bogdan IONESCU
Format: Article
Language:English
Published: Editura Academiei Oamenilor de Știință din România 2025-07-01
Series:Annals: Series on engineering sciences (Academy of Romanian Scientists)
Subjects:
Online Access:https://aos.ro/doi/informatics-2025-1-36-synthetic-histopathology-lymphocyte-images-augmentation-using-conditional-generative-adversarial-networks
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