Effectiveness of transfer learning for enhancing tumor classification with a convolutional neural network on frozen sections

Fast and accurate confirmation of metastasis on the frozen tissue section of intraoperative sentinel lymph node biopsy is an essential tool for critical surgical decisions. However, accurate diagnosis by pathologists is difficult within the time limitations. Training a robust and accurate deep learn...

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Detalles Bibliográficos
Autores principales: Kim, Young-Gon, Kim, Sungchul, Cho, Cristina Eunbee, Song, In Hye, Lee, Hee Jin, Ahn, Soomin, Park, So Yeon, Gong, Gyungyub, Kim, Namkug
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736325/
https://www.ncbi.nlm.nih.gov/pubmed/33318495
http://dx.doi.org/10.1038/s41598-020-78129-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736325/
https://www.ncbi.nlm.nih.gov/pubmed/33318495
http://dx.doi.org/10.1038/s41598-020-78129-0

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