Feeling alone

So I’ve been really depressed the last few weeks. When I asked the doctor if it’s normal during pregnancy she said yes and offered no solutions. I’m 37 weeks and I’m miserable. I feel real distant and alone. My husband won’t touch me and hasn’t for a few months! First it was because he thought it was weird with the baby moving now he’s worried I’ll go into labor if we do! Which isn’t helping my depression. Anyone else having this problem? Or is it just me?