The present invention relates to a composition for removing noise from an MRI, including a compound containing a hydrogen bond, and a pad using the same. The present invention has the advantages of naturally generating high signals through indirect energy exchange due to magnetization of the hydrogen bond, and activating an image of tissue which was unable to be embodied as an image due to noise generated by metal. Also, the composition according to the present invention can be applied by a non-invasive method unlike an MRI contrast agent, and thus there is no problem that will cause side effects in the human body, and the composition is not toxic and thus is safe. In addition, the composition is used in the manner of covering an area requiring diagnosis or being attached to an MRI apparatus, and thus has the advantages of improving images of a relatively wide range, and obtaining more accurate image information than restoration of a distorted image by a program. At the same time, the composition according to the present invention is expected to be easily commercialized in companies because costs required to manufacture the composition are low.