Apologize

I'm Looking for a Book, but I Can't Remember the Title.

The heroine comes from a wealthy family, but has been in poor health since childhood. The male protagonist seems to be raising her under his nose because of how the female protagonist's father is. Then the female protagonist was very good to him, and then the male protagonist seemed to leave the female protagonist for three years for some reason, and then they got together.