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TilGAN: GAN for Facilitating Tumor-Infiltrating Lymphocyte Pathology Image Synthesis With Improved Image Classification

Tumor-infiltrating lymphocytes (TILs) act as immune cells against cancer tissues. The manual assessment of TILs is usually erroneous, tedious, costly and subject to inter- and intraobserver variability. Machine learning approaches can solve these issues, but they require a large amount of labeled da...

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Detalles Bibliográficos
Autores principales: SAHA, MONJOY, GUO, XIAOYUAN, SHARMA, ASHISH
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224465/
https://www.ncbi.nlm.nih.gov/pubmed/34178560
http://dx.doi.org/10.1109/access.2021.3084597