Viable and necrotic tumor assessment from whole slide images of osteosarcoma using machine-learning and deep-learning models

Pathological estimation of tumor necrosis after chemotherapy is essential for patients with osteosarcoma. This study reports the first fully automated tool to assess viable and necrotic tumor in osteosarcoma, employing advances in histopathology digitization and automated learning. We selected 40 di...

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Detalles Bibliográficos
Autores principales: Arunachalam, Harish Babu, Mishra, Rashika, Daescu, Ovidiu, Cederberg, Kevin, Rakheja, Dinesh, Sengupta, Anita, Leonard, David, Hallac, Rami, Leavey, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6469748/
https://www.ncbi.nlm.nih.gov/pubmed/30995247
http://dx.doi.org/10.1371/journal.pone.0210706

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6469748/
https://www.ncbi.nlm.nih.gov/pubmed/30995247
http://dx.doi.org/10.1371/journal.pone.0210706

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