14 Medical Image Fusion Method by Deep Learning
Abstract
Scientific image fusion is a method that mixes a couple of clinical snap shots from exclusive modalities to generate a single composite picture with improved diagnostic information. Traditional image fusion strategies rely upon handmade capabilities and predefined rules, which won’t fully exploit the rich information contained in medical pictures. In recent years, deep learning processes have shown great potential in numerous clinical image processing tasks. In this chapter, we propose a novel scientific image fusion approach using deep learning. Our approach uses a convolutional neural network to learn features ...
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