Medical Image Processing

20 Medical Image Fusion Using Deep Learning Mechanisms

R. Priyanka Pramila

S. Sujatha

Subbulakshmi R.

Abstract

Medical image fusion is the procedure of mixing more than one medical images from distinctive modalities to enhance the quality and information content of the resulting image. In recent years, deep learning algorithms have emerged as powerful tools for medical image fusion because of their capacity to handle large and complicated datasets and examine characteristic representations mechanically. The key components of a deep learning-based scientific image fusion system include the selection and preprocessing of input images, development of a deep learning architecture, and training of the network using a large dataset. Numerous ...