Deep Neural Networks Can Facilitate Diagnosis and Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides

Title:

Deep Neural Networks Can Facilitate Diagnosis and Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides

Link:

https://uscap.org/uscap-annual-meeting/

Citation:

Ryland Richards, Mengdan Zhu, Naofumi Tomita, Matthew Suriawinata, Saeed Hassanpour, Bing Ren, “Deep Neural Networks Can Facilitate Diagnosis and Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides”, The United States and Canadian Academy of Pathology Annual Meeting (USCAP), Laboratory Investigation, 101:943-944, 2021.

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Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides

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Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification