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

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

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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Bibliographic Details
Main Authors: Adarsh Vulli, Parvathaneni Naga Srinivasu, Madipally Sai Krishna Sashank, Jana Shafi, Jaeyoung Choi, Muhammad Fazal Ijaz
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
DenseNet-169
computational histopathology
cancer
whole-slide images
lymph nodes
FastAI
Online Access:https://www.mdpi.com/1424-8220/22/8/2988

Internet

https://www.mdpi.com/1424-8220/22/8/2988

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