Automated detection and classification of cervical cancer using pap smear microscopic images: a comprehensive review and future perspectives
PB Shanthi, KS Hareesha, R Kudva - Engineered Science, 2022 - espublisher.com
Computer aided categorization of smear images are considered as an open problem for a
last few decades. Cervical cancer is the main cause of mortality among women population …
last few decades. Cervical cancer is the main cause of mortality among women population …
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 …
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron
W Liu, C Li, N Xu, T Jiang, MM Rahaman, H Sun… - Pattern Recognition, 2022 - Elsevier
Cervical cancer is the seventh most common cancer among all the cancers worldwide and
the fourth most common cancer among women. Cervical cytopathology image classification …
the fourth most common cancer among women. Cervical cytopathology image classification …
Exemplar pyramid deep feature extraction based cervical cancer image classification model using pap-smear images
Cervical cancer is a common type of cancer in women worldwide. Detection of this type of
cancer in the early stages is very important for the treatment process. Early …
cancer in the early stages is very important for the treatment process. Early …
Interpretable pap-smear image retrieval for cervical cancer detection with rotation invariance mask generation deep hashing
E Özbay, FA Özbay - Computers in Biology and Medicine, 2023 - Elsevier
Cervical cancer is a common disease in women, affecting their lives negatively and often
resulting in death. Pap-smear tests are preferred by doctors as the primary tool in the early …
resulting in death. Pap-smear tests are preferred by doctors as the primary tool in the early …
[PDF][PDF] Cervical cancer classification using combined machine learning and deep learning approach
Cervical cancer is screened by pap smear methodology for detection and classification
purposes. Pap smear images of the cervical region are employed to detect and classify the …
purposes. Pap smear images of the cervical region are employed to detect and classify the …
[HTML][HTML] Deep integrated fusion of local and global features for cervical cell classification
Cervical cytology image classification is of great significance to the cervical cancer
diagnosis and prognosis. Recently, convolutional neural network (CNN) and visual …
diagnosis and prognosis. Recently, convolutional neural network (CNN) and visual …
Pap smear images classification using machine learning: a literature matrix
Cervical cancer is regularly diagnosed in women all over the world. This cancer is the
seventh most frequent cancer globally and the fourth most prevalent cancer among women …
seventh most frequent cancer globally and the fourth most prevalent cancer among women …
Analysis of WSI images by hybrid systems with fusion features for early diagnosis of cervical cancer
Cervical cancer is one of the most common types of malignant tumors in women. In addition,
it causes death in the latter stages. Squamous cell carcinoma is the most common and …
it causes death in the latter stages. Squamous cell carcinoma is the most common and …
CervixFormer: A Multi-scale swin transformer-Based cervical pap-Smear WSI classification framework
Abstract Background and Objectives Cervical cancer affects around 0.5 million women per
year, resulting in over 0.3 million fatalities. Therefore, repetitive screening for cervical cancer …
year, resulting in over 0.3 million fatalities. Therefore, repetitive screening for cervical cancer …