Breast cancer prediction and detection using data mining classification algorithms: a comparative study

MK Keleş - Tehnički vjesnik, 2019 - hrcak.srce.hr
Sažetak Today, cancer has become a common disease that can afflict the life of one of every
three people. Breast cancer is also one of the cancer types for which early diagnosis and …

[PDF][PDF] An efficient prediction of breast cancer data using data mining techniques

GR Kumar, GA Ramachandra, K Nagamani - International Journal of …, 2013 - Citeseer
Breast cancer is one of the major causes of death in women when compared to all other
cancers. Breast cancer has become the most hazardous types of cancer among women in …

[PDF][PDF] Breast cancer diagnosis via data mining: performance analysis of seven different algorithms

ZK Senturk, R Kara - Computer Science & Engineering, 2014 - iseaia2013.gaueng.org
ABSTRACT According to World Health Organization (WHO), breast cancer is the top cancer
in women both in the developed and the developing world. Increased life expectancy …

Using machine learning algorithms for breast cancer risk prediction and diagnosis

H Asri, H Mousannif, H Al Moatassime… - Procedia Computer …, 2016 - Elsevier
Breast cancer represents one of the diseases that make a high number of deaths every year.
It is the most common type of all cancers and the main cause of women's deaths worldwide …

Breast cancer prediction applying different classification algorithm with comparative analysis using WEKA

S Bharati, MA Rahman, P Podder - 2018 4th International …, 2018 - ieeexplore.ieee.org
At present world, Breast cancer is a second main cause of cancer death in women after lung
cancer. Breast cancer occurs when some breast cells begin to raise abnormally. It can arise …

Early detection of breast cancer using machine learning techniques

M Tahmooresi, A Afshar, BB Rad… - Journal of …, 2018 - jtec.utem.edu.my
Cancer is the second cause of death in the world. 8.8 million patients died due to cancer in
2015. Breast cancer is the leading cause of death among women. Several types of research …

Machine learning algorithms for breast cancer prediction and diagnosis

MA Naji, S El Filali, K Aarika, ELH Benlahmar… - Procedia Computer …, 2021 - Elsevier
Each year number of deaths is increasing extremely because of breast cancer. It is the most
frequent type of all cancers and the major cause of death in women worldwide. Any …

Breast cancer prediction and diagnosis through a new approach based on majority voting ensemble classifier

MA Naji, S El Filali, M Bouhlal, ELH Benlahmar… - Procedia Computer …, 2021 - Elsevier
Researchers have extensively used machine learning techniques and data mining methods
to build prediction models and classify data in various domains such as aviation, computer …

Machine learning based system for prediction of breast cancer severity

S Laghmati, A Tmiri, B Cherradi - … International Conference on …, 2019 - ieeexplore.ieee.org
Breast cancer is one of the most common diseases and the leading cause of death to mostly
females all over the world. Early detection can provide higher treatment efficiency and better …

[PDF][PDF] Diagnosis of breast cancer using decision tree and artificial neural network algorithms

A Higa - cell, 2018 - ijcatr.com
Breast Cancer Diagnosis and Prognosis are two medical applications which have posed a
challenge to the researchers. The use of machine learning and data mining techniques has …