Estimating the Semen Quality from Life Style Using Fuzzy Radial Basis Functions
Makaleler > Tam Makale · 2018
Yazarlar: Cemre CANDEMİR
International Journal of Machine Learning and Computing, Diğer Kurumların Hakemli Dergileri, Uluslararası, Scopus, 2018, cilt 8, ss 44-48
DOI: 10.18178/ijmlc.2018.8.1.661
Özet
Infertility is a major problem that directly affects many people worldwide.In recent years, fertility rates have decreased by up to 15% in young men.Changing living conditions, stress levels, environmental factors and nutritional habits play an important role in infertility.This paper suggests a novel method to estimate semen quality from lifestyle, environmental factors and daily habits using radial basis function neural networks.The accuracy of the suggested method was measured as 90%.The results show that the proposed method can be applied as a practical, fast and cheap alternative method to laboratory tests.