To get unlimited health, go to the room with the baby and make it wake up. Then, run around him 20 times.
Gallery Mode: finish the game to get gallery mode
To get full gallery, successfully complete the game
To get Big Diamond, get all 50 boo's
To get Extra Hearts, you should clean all vases