Brown and ground beef in pan; drain. Stir in Italian seasoning.
Spread half of beef mixture over noodles in slow cooker. Layer half the spaghetti sauce, water, mushrooms, and cheeses over beef. Repeat layers.
Cook on low for 5 hours.