I don't have hair loss but have had an itchy scalp, from time to time.
I found using a good quality shampoo, it really is worth paying the extra, and not using a conditioner works well.
Avoid anything strong such as dandruff shampoo. Read the label as the more chemicals the more likely a reaction.