Machine learning techniques with ANOVA for the prediction of breast cancer
Bharti Thakur, Nagesh Kumar, Gaurav Gupta, K Priyanka, K Lukong, H Sung, J Ferlay, R Siegel, M Laversanne, I Soerjomataram, A Jemal, K Mahdi, M Nassiri, K Nasiri, S Shiovitz, L Korde, A Gupta, K Shridhar, P Dhillon, M Pyingkodi, R Thangarajan, Y Sun, S Zhu, K Ma, W Liu, Y Yue, G Hu, Rsa El, A Al-Montasheri, B Al-Hazmi, H Al-Dkaan, Al-Shehri M, N Le, E Yapp, N Nagasundaram, H Yeh, J Carbonell, R Michalski, T Mitchell, A Vaka, B Soni, S Reddy, S Malvia, S Bagadi, U Dubey, S Saxena, Z Momenimovahed, H Salehiniya, K Oeffinger, E Fontham, R Etzioni, A Herzig, J Michaelson, Y Shih, P Gupta, S Garg, Y Feng, M Spezia, S Huang, C Yuan, Z Zeng, L Zhang, F Musumeci, C Rottondi, A Nag, I Macaluso, D Zibar, M Ruffini, C Kothari, M Osseni, L Agbo, G Ouellette, M Draspe, F Laviolette, L Mirsadeghi, H Haji, A Banaei-Moghaddam, K Kavousi, M Amrane, S Oukid, I Gagaoua, T Ensari, J Wu, C Hicks, M Divyavani, G Kalpana, M Ak, H Thottathyl, K Kanadam, R Panchadula, M Ahmed, M Imtiaz, A Karmakar, F Teixeira, J Montenegro, Cca Da, Rrr Da, V Magboo, M Magboo, M Naji
Abstract
Breast cancer is the most common disease all around the globe Humanity grappled with recognizing and handling breast cancer in the last 3500 years Alongside the past civilizations and between the 18th and 19th centuries [2], it was acknowledged that breast cancer is difficult to control in the worst stage. Breast cancer continued to be a significant female health matter more than 3500 years ago In 2020 India's new breast cancer cases were 2261419, death number was 684996 as per Globocan report Advanced identification of breast cancer will enlarge the possibility of retrieval and longevity of life. Breast Cancer is a complex disease that is activated due to unchecked break-up of cells inside the terminal vessel and lobular of the breast Breast cancer mainly occurs due to mutation in genes Due to day-to-day habits of urban population, more breast cancer cases are found in cities than villages Genes are small pieces of deoxyribonucleic acid (DNA) that develop in chromosomes. DNA carries the specification for structuring proteins. DNA orders contain four nucleotides: adenosine, cytidine, guanosine, and thymine (A, C, G, and T). The precise order of nucleotides, when combined they form a DNA sequence