Review Analysis for Osteoporosis During Post Menopause Classification Using Machine Learning Techniques

Statistics from 2021 indicate that women had a higher frequency of depression than men. Depression affects women more frequently than it does men that suggest hormones may be responsible for the illness' genesis. Women who have received an osteoporosis diagnosis must check for signs of depression. The Women and Depression Task Force looked at how women experience depression. Child development is severely at danger when a mother experiences postpartum depression. Women's postpartum delivery experiences and postpartum depression are not well understood to be related. It is hypothesised that women. experience sadness at a higher incidence than males do due to a cultural ideal of thinness for women. Usually, a psychiatrist should be involved in the treatment of women who have severe depression and active suicide thoughts or plans. This review analysis has been carried out on the prediction of women's depression prediction in early stage by using conventional machine learning techniques.