Today's the medical image processing represent important role in the medical field. Bilateral filter is known for its effectiveness in edge-preserved image de-noising and GOBARwhere the linear filter used for disclosure the edge. This paper represents the design and development of an improved algorithm for medical image de-noising using Bilateral Filter, Neuro-fuzzy and GABOR and to remove the noise and enhance the medical image by using the proposed method which is simulated and compared with some existing method for performance analysis.