The Garden of Heaven (2003)

Oh-sung, a doctor at a hospice facility, is emotionally scarred by the experience of losing his parents as a child. One night he meets Young-ju, a make-up artist who has been diagnosed with terminal stomach cancer. Despite having very little time together, the two start to develop feelings for each other.