In my opinion, you need to add more healthy fat to your diet. Every time I've ever gone on WWs, Jenny, etc., I've experienced the same. The only diet that did not have this effect was Atkins. High protein', high fat, low carb.
No supplements' or special vitamins' here, minimal hair' loss. Avocado, eggs, cheese', olive oil...