Comparison of Fine-Tuned Deep Convolutional Neural Networks for the Automated Classification of Lung Cancer Cytology Images with Integration of Additional Classifiers.

Tetsuya TsukamotoAtsushi TeramotoAyumi YamadaYuka KiriyamaEiko SakuraiAyano MichibaKazuyoshi ImaizumiHiroshi Fujita

Published in: Asian Pacific journal of cancer prevention : APJCP (2022)

Fine-tuning DCNNs in combination with additional classifiers improved classification of cytological diagnosis of lung cancer, although classification bias could be indicated among DCNN architectures.

Keyphrases

deep learning
convolutional neural network
machine learning
air pollution
fine needle aspiration
ultrasound guided
high throughput