A novel attention-guided convolutional network for the detection of abnormal cervical cells in cervical cancer screening
Early detection of abnormal cervical cells in cervical cancer screening increases the
chances of timely treatment. But manual detection requires experienced pathologists and is …
chances of timely treatment. But manual detection requires experienced pathologists and is …
A task decomposing and cell comparing method for cervical lesion cell detection
Automatic detection of cervical lesion cells or cell clumps using cervical cytology images is
critical to computer-aided diagnosis (CAD) for accurate, objective, and efficient cervical …
critical to computer-aided diagnosis (CAD) for accurate, objective, and efficient cervical …
Detection of cervical cancer cells in whole slide images using deformable and global context aware faster RCNN-FPN
X Li, Z Xu, X Shen, Y Zhou, B Xiao, TQ Li - Current Oncology, 2021 - mdpi.com
Cervical cancer is a worldwide public health problem with a high rate of illness and mortality
among women. In this study, we proposed a novel framework based on Faster RCNN-FPN …
among women. In this study, we proposed a novel framework based on Faster RCNN-FPN …
Comparison detector for cervical cell/clumps detection in the limited data scenario
Automated detection of cervical cancer cells/clumps has the potential to significantly reduce
error rate and increase productivity in cervical cancer screening. However, most traditional …
error rate and increase productivity in cervical cancer screening. However, most traditional …
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
P Jiang, X Li, H Shen, Y Chen, L Wang, H Chen… - Artificial Intelligence …, 2023 - Springer
Cervical cancer is one of the most common cancers in daily life. Early detection and
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
Detection of cervical cells based on improved SSD network
D Jia, J Zhou, C Zhang - Multimedia Tools and Applications, 2022 - Springer
Cervical cancer has influenced life of women worldwide as the fourth most severe cancer.
Early screening, detection and treatment of cervical cancer notably increase the life quality …
Early screening, detection and treatment of cervical cancer notably increase the life quality …
A deep neural network for cervical cell classification based on cytology images
Cervical cancer is one of the most common cancers among women. Fortunately, cervical
cancer is treatable if it is diagnosed timely and administered appropriately. The death rate of …
cancer is treatable if it is diagnosed timely and administered appropriately. The death rate of …
Automatic classification of cervical cells using deep learning method
S Yu, X Feng, B Wang, H Dun, S Zhang, R Zhang… - IEEE …, 2021 - ieeexplore.ieee.org
Cervical cancer is the fourth most prevalent disease among women. Prompt diagnosis and
its management can significantly improve patients' survival rates. Therefore, routine …
its management can significantly improve patients' survival rates. Therefore, routine …
A survey for cervical cytopathology image analysis using deep learning
Cervical cancer is one of the most common and deadliest cancers among women. Despite
that, this cancer is entirely treatable if it is detected at a precancerous stage. Pap smear test …
that, this cancer is entirely treatable if it is detected at a precancerous stage. Pap smear test …
Global context-aware cervical cell detection with soft scale anchor matching
Abstract Background and Objective: Computer-aided cervical cancer screening based on an
automated recognition of cervical cells has the potential to significantly reduce error rate and …
automated recognition of cervical cells has the potential to significantly reduce error rate and …