UPDF AI

Breast cancer histopathology image classification using an ensemble of optimized pretrained models with a trainable ensemble strategy classifier

Mohammed El-Ghandour,M. Obayya,B. Yousif

2024 · DOI: 10.1007/s42600-024-00370-7
Research on Biomedical Engineering · 7 Citations

TLDR

A new ensemble architecture to improve both the binary and sub-class classification performances of breast cancer histopathological images using three efficient pre-trained deep learning models together with the use of Bayesian optimization algorithm and an enhanced ensemble strategy is proposed.