Data Augmentation Techniques to Detect Cervical Cancer Using Deep Learning: A Systematic Review
BZ Wubineh, A Rusiecki, K Halawa - International Conference on …, 2024 - Springer
Computer-assisted systems have been widely used as tools to support medical experts in
various fields, including the analysis of cervical cytology. However, due to patient privacy …
various fields, including the analysis of cervical cytology. However, due to patient privacy …
A Deep Learning Pipeline for Cervical Cancer Detection
Y Morankar, V Pange, P Nagare, O Randhve… - … on Information Science …, 2023 - Springer
Cervical cancer is a significant health issue, and early detection is crucial for increasing the
chances of successful treatment. In recent years, research has focused on developing an …
chances of successful treatment. In recent years, research has focused on developing an …
[PDF][PDF] ANALYSIS AND DETECTION OF CERVIX CANCER USING DEEP LEARNING TECHNIQUES: A REVIEW
P PHEBE, R PARVATHI - jestec.taylors.edu.my
Early detection and classification of cervical cancer helps to promote consistent clinical
management of patients. Different forms of computing approaches have been employed to …
management of patients. Different forms of computing approaches have been employed to …
Deep Learning Assisted Cervical Cancer Detection based on Artificial Neural Network
N Meenakshisundaram… - 2023 Eighth International …, 2023 - ieeexplore.ieee.org
After widespread breast cancer, cervical cancer has risen to the status of the third most
frequent malignancy in the in-universe population. The majority of cancer cases have a …
frequent malignancy in the in-universe population. The majority of cancer cases have a …
Efficient Segmentation of Cervical Cancer Using Deep Learning Techniques
TG Singh, B Karthik - International Conference on Advancements in Smart …, 2023 - Springer
Cervical cancer is a major health concern, and healthcare images play a major role in the
analysis and handling of this disease. Three popular deep learning models that can be …
analysis and handling of this disease. Three popular deep learning models that can be …
A Novel Fully-Automated Deep Learning Pipeline for the Effective Detection of Cervical Cancer
G Sadineni, EVN Jyothi, RC Tanguturi… - 2023 International …, 2023 - ieeexplore.ieee.org
In the process of computer-assisted cervical cancer detection, one of the most critical
challenges is the detection of aberrant cervical cells. In this research, we devise an artificial …
challenges is the detection of aberrant cervical cells. In this research, we devise an artificial …
An Effective Cervical Cancer Detection Approaches-A Comparative Analysis
S Maheswari, CN Marimuthu, B Deepa… - 2023 6th International …, 2023 - ieeexplore.ieee.org
The chance to preserve a life is provided by early identification of cervical cancer, which is
the fourth most common malignancy among women globally. Early diagnosis can lower its …
the fourth most common malignancy among women globally. Early diagnosis can lower its …
[PDF][PDF] NOVEL SEGMENTATION BASED CERVICAL CANCER DETECTION USING DEEP CONVOLUTIONAL BASED NEURAL NETWORK WITH RELU
S HARIDAS, DRT JAYAMALAR - Journal of Theoretical and Applied …, 2024 - jatit.org
Malignant growth in the cervical area is the fourth most common cause of death in women
worldwide. The global burden of cervical cancer has decreased as a result of early …
worldwide. The global burden of cervical cancer has decreased as a result of early …
A fully-automated deep learning pipeline for cervical cancer classification
Z Alyafeai, L Ghouti - Expert Systems with Applications, 2020 - Elsevier
Cervical cancer ranks the fourth most common cancer among females worldwide with
roughly 528, 000 new cases yearly. Around 85% of the new cases occurred in less …
roughly 528, 000 new cases yearly. Around 85% of the new cases occurred in less …
[PDF][PDF] Cervical Cancer Screening: Deep Learning Tools For Automatic Diagnosis Support
FM de Almeida Morgado - 2019 - repositorio-aberto.up.pt
Cervical cancer is the fourth most frequent cancer in women and the eighth most commonly
occurring cancer overall. Despite medical and scientific advances, there is no total effective …
occurring cancer overall. Despite medical and scientific advances, there is no total effective …