-Supernatural stuff with a sprinkle of reincarnation
-Couples that are meant to be meeting after a veeery long time
-Yook Sung-Jae

Both have the main plot revolve around a psychologist trying to heal the main lead from their mental illness while they end up falling in love.
But in Kill me, Heal me the female is the psychologist.