An Advanced Deep Learning Approach for Ki-67 Stained Hotspot Detection and Proliferation Rate Scoring for Prognostic Evaluation of Breast Cancer

Being a non-histone protein, Ki-67 is one of the essential biomarkers for the immunohistochemical assessment of proliferation rate in breast cancer screening and grading. The Ki-67 signature is always sensitive to radiotherapy and chemotherapy. Due to random morphological, color and intensity variat...

Descripción completa

Detalles Bibliográficos
Autores principales: Saha, Monjoy, Chakraborty, Chandan, Arun, Indu, Ahmed, Rosina, Chatterjee, Sanjoy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5468356/
https://www.ncbi.nlm.nih.gov/pubmed/28607456
http://dx.doi.org/10.1038/s41598-017-03405-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5468356/
https://www.ncbi.nlm.nih.gov/pubmed/28607456
http://dx.doi.org/10.1038/s41598-017-03405-5

Ejemplares similares