Cervical cancer single cell image data augmentation using residual condition generative adversarial networks
S Chen, D Gao, L Wang, Y Zhang - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Early detection of cervical cancer is key to detecting and treating cancer. Applying the
computer to the detection of cervical cancer can get more accurate results. However, data …
computer to the detection of cervical cancer can get more accurate results. However, data …
Boosting CNN learning by ensemble image preprocessing methods for cervical cancer segmentation
N Bnouni, HB Amor, I Rekik, MS Rhim… - … Multi-Conference on …, 2021 - ieeexplore.ieee.org
Cervical cancer is the fourth most common gynecological malignant cancer in the world. It
presents one of the principal causes of cancer death in women. Treatment planning …
presents one of the principal causes of cancer death in women. Treatment planning …
[PDF][PDF] Generative adversarial network based data augmentation to improve cervical cell classification model
S Yu, S Zhang, B Wang, H Dun, L Xu, X Huang… - Math. Biosci …, 2021 - aimspress.com
The survival rate of cervical cancer can be improved by the early screening. However, the
screening is a heavy task for pathologists. Thus, automatic cervical cell classification model …
screening is a heavy task for pathologists. Thus, automatic cervical cell classification model …
Segmentation of cervical cell images based on generative adversarial networks
J Huang, G Yang, B Li, Y He, Y Liang - IEEE Access, 2021 - ieeexplore.ieee.org
The segmentation of cervical cell in liquid-based smear image plays an important role in
cervical cancer detection. Despite of research for many years, it is still a challenge for the …
cervical cancer detection. Despite of research for many years, it is still a challenge for the …
Detection and classification of cervical exfoliated cells based on faster R-CNN
X Li, Q Li - 2019 IEEE 11th international conference on …, 2019 - ieeexplore.ieee.org
The detection and classification of cervical cells via Pap smear or Liquid-based cytology
(LBC) have important clinical significance for pathological diagnosis. For the limitations of …
(LBC) have important clinical significance for pathological diagnosis. For the limitations of …
HSIL Colposcopy Image Segmentation Using Improved U-Net
J Liu, Q Chen, J Fan, Y Wu - 2021 36th Youth Academic Annual …, 2021 - ieeexplore.ieee.org
The screening and diagnosis of cervical lesions can effectively reduce the risk of cervical
cancer. At present, there are few research algorithms and models for colposcopy in cervical …
cancer. At present, there are few research algorithms and models for colposcopy in cervical …
LFANet: Lightweight feature attention network for abnormal cell segmentation in cervical cytology images
Y Zhao, C Fu, S Xu, L Cao, H Ma - Computers in Biology and Medicine, 2022 - Elsevier
With the widely applied computer-aided diagnosis techniques in cervical cancer screening,
cell segmentation has become a necessary step to determine the progression of cervical …
cell segmentation has become a necessary step to determine the progression of cervical …
[HTML][HTML] AF-SENet: Classification of cancer in cervical tissue pathological images based on fusing deep convolution features
Cervical cancer is the fourth most common cancer in the world. Whole-slide images (WSIs)
are an important standard for the diagnosis of cervical cancer. Missed diagnoses and …
are an important standard for the diagnosis of cervical cancer. Missed diagnoses and …
Semi-supervised attention-guided cyclegan for data augmentation on medical images
Z Xu, C Qi, G Xu - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Recently, deep learning methods, in particular, convolutional neural networks (CNNs), have
made a massive breakthrough in computer vision. And a big amount of annotated data is the …
made a massive breakthrough in computer vision. And a big amount of annotated data is the …
Cervical cancer diagnosis using cervixnet-a deep learning approach
Cervical cancer affects 570,000 women globally and is among the most common causes of
cancer-related deaths. Cervical cancer is caused due to the Human Papilloma Virus (HPV) …
cancer-related deaths. Cervical cancer is caused due to the Human Papilloma Virus (HPV) …