A review on recent developments in cancer detection using Machine Learning and Deep Learning models

S Maurya, S Tiwari, MC Mothukuri, CM Tangeda… - … Signal Processing and …, 2023 - Elsevier
Cancer is a fatal illness frequently caused by a variety of obsessive changes and genetic
disorders. Cancer cells knowing as abnormal cells can grow in any part of the human body …

[HTML][HTML] 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 …

Hybrid model for detection of cervical cancer using causal analysis and machine learning techniques

UK Lilhore, M Poongodi, A Kaur… - … Methods in Medicine, 2022 - Wiley Online Library
Cervical cancer has become the third most common form of cancer in the in‐universe, after
the widespread breast cancer. Human papillomavirus risk of infection is linked to the …

Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning

M Abdar, M Samami, SD Mahmoodabad… - Computers in biology …, 2021 - Elsevier
Accurate automated medical image recognition, including classification and segmentation,
is one of the most challenging tasks in medical image analysis. Recently, deep learning …

[Retracted] Ant Colony Optimization‐Enabled CNN Deep Learning Technique for Accurate Detection of Cervical Cancer

R Kavitha, DK Jothi, K Saravanan… - BioMed Research …, 2023 - Wiley Online Library
Cancer is characterized by abnormal cell growth and proliferation, which are both diagnostic
indicators of the disease. When cancerous cells enter one organ, there is a risk that they …

Diagnosis of cervical cancer based on ensemble deep learning network using colposcopy images

V Chandran, MG Sumithra, A Karthick… - BioMed Research …, 2021 - Wiley Online Library
Traditional screening of cervical cancer type classification majorly depends on the
pathologist's experience, which also has less accuracy. Colposcopy is a critical component …

[HTML][HTML] Data-driven cervical cancer prediction model with outlier detection and over-sampling methods

MF Ijaz, M Attique, Y Son - Sensors, 2020 - mdpi.com
Globally, cervical cancer remains as the foremost prevailing cancer in females. Hence, it is
necessary to distinguish the importance of risk factors of cervical cancer to classify potential …

[HTML][HTML] A model for predicting cervical cancer using machine learning algorithms

N Al Mudawi, A Alazeb - Sensors, 2022 - mdpi.com
A growing number of individuals and organizations are turning to machine learning (ML)
and deep learning (DL) to analyze massive amounts of data and produce actionable …

Machine learning for assisting cervical cancer diagnosis: An ensemble approach

J Lu, E Song, A Ghoneim, M Alrashoud - Future Generation Computer …, 2020 - Elsevier
Cervical cancer remains one of the most prevalent gynecologic malignancies, worldwide. As
cervical cancer is a highly preventable disease, therefore, early screening represents the …

A fuzzy distance-based ensemble of deep models for cervical cancer detection

R Pramanik, M Biswas, S Sen… - Computer Methods and …, 2022 - Elsevier
Abstract Background and Objective Cervical cancer is one of the leading causes of women's
death. Like any other disease, cervical cancer's early detection and treatment with the best …