Correct Photo Anomaly

Notice the hatching over this lovely woman's face and over her right shoulder. This is a photo of a photo and I think this anomaly is from a table top photo album. I have tried using correcting skin blemishes and it does not work in this case. I'm relatively new to Photoshop [Elements 15]: only a couple of years. I'm getting a fairly good handle on it, but I don't know where to start with this, and can't seem to find a tutorial that will help with this. In fact I don't even know what term to use to search for help. Can someone point me the right direction, please?