Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy

Vulli, Adarsh; Naga Srinivasu, Parvathaneni; Sai Krishna Sashank, Madipally; Shafi, Jana; Choi, Jaeyoung; Fazal Ijaz, Muhammad

doi:10.3390/s22082988

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Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy

Shared by NobleBlocks on Apr 13, 2022 • 12:00 AM UTC

Authors:

Adarsh Vulli

Parvathaneni Naga Srinivasu

Madipally Sai Krishna Sashank

Abstract

Lymph node metastasis in breast cancer may be accurately predicted using a DenseNet-169 model. However, the current system for identifying metastases in a lymph node is manual and tedious. A pathologist well-versed with the process of detection and characterization of lymph nodes goes through hours ...

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