Preprocessing techniques for public H&E histological images: a systematic review
Carregando...
Fontes externas
Fontes externas
Data
Orientador
Coorientador
Pós-graduação
Curso de graduação
Título da Revista
ISSN da Revista
Título de Volume
Editor
Institute of Electrical and Electronics Engineers (IEEE)
Tipo
Artigo
Trabalho apresentado em evento
Trabalho apresentado em evento
Direito de acesso
Acesso restrito
Fontes externas
Fontes externas
Resumo
The increasing incidence of cancer has spurred research across various fields. The digitization of tissue samples stained with hematoxylin-eosin (H&E) enables the acquisition of histological images, which are used to develop computational systems to support pathologists in cancer diagnosis. However, the limited availability of public images has been a well-documented obstacle to advancing these systems. This work presents a systematic review of published studies on the preprocessing of H&E images, focusing on identifying public databases. Through this review, we mapped the countries of origin of these images, the most common lesions, preprocessing techniques, and evaluation metrics. This study provides valuable insights for future research in Biomedicine and Computer Science.
