Cutout subject and removing hair fringe

Hi, I am trying to cutout the subject from this image and remove hair fringing. In some areas above
the subject's head, the hair is faded and is fringing with the background. I tried select and mask and painting the hair back on the layer mask after refining it but the hair fringe comes back. Specifically the flyaway hair above the subject's head is what I am having the most trouble with. I also tried a clipping mask and clone stamp tool with no success.
Is there anyway I could cutout the subject and hair perfectly without using the hair brush technique?