GRENZE International Journal of Engineering and Technology
Vol. 9
(2023), Issue 2
Anticipating Menstrual Migraine using Deep Learning
Authors
Sai Sharanya Y, Pranav Polavarapu, Sai Keerthi Chelluri, Sushil Bokade, Mohammed Zabeeulla A N
Abstract
Menstrual Migraines are headaches that occur without any typical aura or sensory disturbances. They can be labelled as 'Migraine without Aura'. A woman could undergo menstrual migraine just before or during her period starts. This is majorly due to the drop in estrogen levels in the body. Menstrual migraines can be intense, and they must be identified accurately and treated separately from regular ones. Anticipating Menstrual Migraines using Deep Learning methodology can help women in taking precautions beforehand and aid in improving their health. This paper provides an efficient approach by checking various feature correlations and implementing ANN model with tuned hyperparameters providing stronger accuracy
Pages:
1298 - 1304