Artificial intelligence in cervical cancer screening and diagnosis
X Hou, G Shen, L Zhou, Y Li, T Wang, X Ma - Frontiers in oncology, 2022 - frontiersin.org
Cervical cancer remains a leading cause of cancer death in women, seriously threatening
their physical and mental health. It is an easily preventable cancer with early screening and …
their physical and mental health. It is an easily preventable cancer with early screening and …
Artificial intelligence in cytopathology: a review of the literature and overview of commercial landscape
Artificial intelligence (AI) has made impressive strides recently in interpreting complex
images, thanks to improvements in deep learning techniques and increasing computational …
images, thanks to improvements in deep learning techniques and increasing computational …
DeepPap: deep convolutional networks for cervical cell classification
Automation-assisted cervical screening via Pap smear or liquid-based cytology (LBC) is a
highly effective cell imaging based cancer detection tool, where cells are partitioned into …
highly effective cell imaging based cancer detection tool, where cells are partitioned into …
Inception v3 based cervical cell classification combined with artificially extracted features
N Dong, L Zhao, CH Wu, JF Chang - Applied Soft Computing, 2020 - Elsevier
Traditional cell classification methods generally extract multiple features of the cell manually.
Moreover, the simple use of artificial feature extraction methods has low universality. For …
Moreover, the simple use of artificial feature extraction methods has low universality. For …
Develo** a tuned three-layer perceptron fed with trained deep convolutional neural networks for cervical cancer diagnosis
Cervical cancer is one of the most common types of cancer among women, which has
higher death-rate than many other cancer types. The most common way to diagnose cervical …
higher death-rate than many other cancer types. The most common way to diagnose cervical …
Cervical cancer diagnosis based on modified uniform local ternary patterns and feed forward multilayer network optimized by genetic algorithm
Cervical cancer is one of the most common types of cancer for women. Early and accurate
diagnosis can save the patient's life. Pap smear testing is nowadays commonly used to …
diagnosis can save the patient's life. Pap smear testing is nowadays commonly used to …
Detection of cervical cancer cells based on strong feature CNN-SVM network
AD Jia, BZ Li, CC Zhang - Neurocomputing, 2020 - Elsevier
Traditional screening of cervical cells largely depends on the experience of pathologists,
which also has the problem of low accuracy and poor efficiency. Medical image processing …
which also has the problem of low accuracy and poor efficiency. Medical image processing …
Cervical cell classification with graph convolutional network
Background and objective Cervical cell classification has important clinical significance in
cervical cancer screening at early stages. In contrast with the conventional classification …
cervical cancer screening at early stages. In contrast with the conventional classification …
CytoBrain: cervical cancer screening system based on deep learning technology
Identification of abnormal cervical cells is a significant problem in computer-aided diagnosis
of cervical cancer. In this study, we develop an artificial intelligence (AI) system, named …
of cervical cancer. In this study, we develop an artificial intelligence (AI) system, named …
Point-of-care digital cytology with artificial intelligence for cervical cancer screening in a resource-limited setting
O Holmström, N Linder, H Kaingu, N Mbuuko… - JAMA network …, 2021 - jamanetwork.com
Importance Cervical cancer is highly preventable but remains a common and deadly cancer
in areas without screening programs. The creation of a diagnostic system to digitize …
in areas without screening programs. The creation of a diagnostic system to digitize …