Diagnosing uterine cervical cancer on a single T2-weighted image: Comparison between deep learning versus radiologists
A Urushibara, T Saida, K Mori, T Ishiguro… - European Journal of …, 2021 - Elsevier
Purpose To compare deep learning with radiologists when diagnosing uterine cervical
cancer on a single T2-weighted image. Methods This study included 418 patients (age …
cancer on a single T2-weighted image. Methods This study included 418 patients (age …
Comparison of machine and deep learning for the classification of cervical cancer based on cervicography images
Cervical cancer is the second most common cancer in women worldwide with a mortality
rate of 60%. Cervical cancer begins with no overt signs and has a long latent period, making …
rate of 60%. Cervical cancer begins with no overt signs and has a long latent period, making …
Convolutional Neural Networks for Classifying Cervical Cancer Types Using Histological Images
Y Li, F Chen, J Shi, Y Huang, M Wang - Journal of Digital Imaging, 2023 - Springer
Cervical cancer is the most common cancer among women worldwide. The diagnosis and
classification of cancer are extremely important, as it influences the optimal treatment and …
classification of cancer are extremely important, as it influences the optimal treatment and …
[HTML][HTML] Diagnosis of cervical cancer based on ensemble deep learning network using colposcopy images
V Chandran, MG Sumithra, A Karthick… - BioMed Research …, 2021 - hindawi.com
Traditional screening of cervical cancer type classification majorly depends on the
pathologist's experience, which also has less accuracy. Colposcopy is a critical component …
pathologist's experience, which also has less accuracy. Colposcopy is a critical component …
Cervix type and cervical cancer classification system using deep learning techniques
LW Habtemariam, ET Zewde… - … Devices: Evidence and …, 2022 - Taylor & Francis
Purpose Cervical cancer is the 4th most common cancer among women, worldwide.
Incidence and mortality rates are consistently increasing, especially in developing countries …
Incidence and mortality rates are consistently increasing, especially in developing countries …
Deep learning in image-based breast and cervical cancer detection: a systematic review and meta-analysis
P Xue, J Wang, D Qin, H Yan, Y Qu, S Seery… - NPJ digital …, 2022 - nature.com
Accurate early detection of breast and cervical cancer is vital for treatment success. Here, we
conduct a meta-analysis to assess the diagnostic performance of deep learning (DL) …
conduct a meta-analysis to assess the diagnostic performance of deep learning (DL) …
Deep transfer learning for histopathological diagnosis of cervical cancer using convolutional neural networks with visualization schemes
Y Chen, X Qin, J Xiong, S Xu, J Shi, H Lv… - Journal of Medical …, 2020 - ingentaconnect.com
This study aimed to propose a deep transfer learning framework for histopathological image
analysis by using convolutional neural networks (CNNs) with visualization schemes, and to …
analysis by using convolutional neural networks (CNNs) with visualization schemes, and to …
[HTML][HTML] The efficacy of deep learning models in the diagnosis of endometrial cancer using MRI: a comparison with radiologists
A Urushibara, T Saida, K Mori… - BMC Medical …, 2022 - bmcmedimaging.biomedcentral.com
To compare the diagnostic performance of deep learning models using convolutional neural
networks (CNN) with that of radiologists in diagnosing endometrial cancer and to verify …
networks (CNN) with that of radiologists in diagnosing endometrial cancer and to verify …
Automated diagnosis of cervical intraepithelial neoplasia in histology images via deep learning
Artificial intelligence has enabled the automated diagnosis of several cancer types. We
aimed to develop and validate deep learning models that automatically classify cervical …
aimed to develop and validate deep learning models that automatically classify cervical …
Cervix image classification for prognosis of cervical cancer using deep neural network with transfer learning
INTRODUCTION: Cervical cancer is the leading cancer among the other female cancers. It
develops in the cervix of women. It takes decades in development thus can be preventable if …
develops in the cervix of women. It takes decades in development thus can be preventable if …
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