Diet and oil may not be necessarily a solution to your problem. You need a diagnosis of your problem first. Treatment will depend on that.
Next Steps
share more detailed history, better visit/consult a dermatologist.
Health Tips
if you are suffering from genetic baldness (androgenatic alopecia) treatment will be of much much longer time and that has to be regular, otherwise you will keep loosing hair and end up having baldness.