You can say, "Excuse me, Ms" or "Excuse me". If she's very old, you can say "Excuse me, mam" but I would avoid it unless you can 100% tell she's over 70.
You don't have to point out she's a lady/woman. I notice a lot of Chinese peers around me would say "thank you lady" etc but it just sounds rude hahaha