Deep learning-based image-analysis algorithm for classification and quantification of multiple histopathological lesions in rat liver

Artificial intelligence (AI)-based image analysis is increasingly being used for preclinical safety-assessment studies in the pharmaceutical industry. In this paper, we present an AI-based solution for preclinical toxicology studies. We trained a set of algorithms to learn and quantify multiple typi...

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Detalles Bibliográficos
Autores principales: Shimazaki, Taishi, Deshpande, Ameya, Hajra, Anindya, Thomas, Tijo, Muta, Kyotaka, Yamada, Naohito, Yasui, Yuzo, Shoda, Toshiyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japanese Society of Toxicologic Pathology 2021
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9018404/
https://www.ncbi.nlm.nih.gov/pubmed/35516841
http://dx.doi.org/10.1293/tox.2021-0053

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9018404/
https://www.ncbi.nlm.nih.gov/pubmed/35516841
http://dx.doi.org/10.1293/tox.2021-0053

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