Malignant and benign breast cancer classification using machine learning algorithms

S Ara, A Das, A Dey - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
At the moment, the most prevalent form of cancer diagnosed in women across the globe is
breast cancer. It develops in the breast tissue and is one of the most frequent causes of …

An integrative machine learning framework for classifying SEER breast cancer

P Manikandan, U Durga, C Ponnuraja - Scientific Reports, 2023 - nature.com
Breast cancer is the commonest type of cancer in women worldwide and the leading cause
of mortality for females. The aim of this research is to classify the alive and death status of …

Machine learning approach for breast cancer prediction: A review

Y Wankhade, S Toutam, K Thakre… - … on Applied Artificial …, 2023 - ieeexplore.ieee.org
Breast cancer is a complicated and diverse illness that affects millions of women worldwide.
A correct diagnosis and early detection are essential for effective therapy and better patient …

Enhancing breast cancer detection and classification using advanced multi-model features and ensemble machine learning techniques

MSA Reshan, S Amin, MA Zeb, A Sulaiman… - Life, 2023 - mdpi.com
Breast cancer (BC) is the most common cancer among women, making it essential to have
an accurate and dependable system for diagnosing benign or malignant tumors. It is …

[HTML][HTML] Artificial intelligence (AI) and nuclear features from the fine needle aspirated (FNA) tissue samples to recognize breast cancer

R Islam, M Tarique - Journal of Imaging, 2024 - mdpi.com
Breast cancer is one of the paramount causes of new cancer cases worldwide annually. It is
a malignant neoplasm that develops in the breast cells. The early screening of this disease …

A machine learning-based framework for diagnosis of breast cancer

RK Sachdeva, P Bathla - International Journal of Software …, 2022 - igi-global.com
Abstract Machine learning is used in the health care sector due to its ability to make
predictions. Nowadays major cause of death in women is due to breast cancer. In this paper …

Diabetic retinopathy grading from color fundus images: an autotuned deep learning approach

TR Athira, JJ Nair - Procedia Computer Science, 2023 - Elsevier
Diabetic Retinopathy (DR) is a consequence of long-term diabetes which affects the eyes. It
causes affliction to the veins in the eyes causing raptures on the retina which can impact …

Review of intelligent algorithms for breast cancer control: A Latin America perspective

JM Valencia-Moreno… - IEEE Latin America …, 2023 - ieeexplore.ieee.org
Breast cancer in women is a worldwide health problem that is one of the main causes of
death. This situation is accentuated in Latin America and the Caribbean countries, where …

[HTML][HTML] Role of transfer functions in PSO to select diagnostic attributes for chronic disease prediction: An experimental study

S Malakar, S Sen, S Romanov, D Kaplun… - Journal of King Saud …, 2023 - Elsevier
Abstract Particle Swarm Optimization (PSO) is a classic and popularly used meta-heuristic
algorithm in many real-life optimization problems due to its less computational complexity …

Supervised intelligent clinical approach for breast cancer tumor categorization

L Jena, L Ammoun, P Chithaluru - Augmented intelligence in healthcare: A …, 2022 - Springer
Cancer is treated to be the most dangerous and life killing disease in the world, especially
lung cancer and breast cancer. The breast cancer is one of the most common diseases …