Cervical cancer classification from pap smear images using deep convolutional neural network models

• Main Authors: Tan, Sher Lyn, Selvachandran, Ganeshsree, Ding, Weiping, Paramesran, Raveendran, Kotecha, Ketan
• Format: Article
• Published: Springer Science and Business Media Deutschland GmbH 2024
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/45978/
• Institution: Universiti Malaya

As one of the most common female cancers, cervical cancer often develops years after a prolonged and reversible pre-cancerous stage. Traditional classification algorithms used for detection of cervical cancer often require cell segmentation and feature extraction techniques, while convolutional neur...