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A Novel Multispace Image Reconstruction Method for Pathological Image Classification Based on Structural Information
BioMed Research International
Pathological image classification is of great importance in various biomedical applications, such as for lesion detection, cancer subtype identification, and pathological grading. To this end, this paper proposed a novel classification framework using the multispace image reconstruction inputs and the transfer learning technology. Specifically, a multispace image reconstruction method was first developed to generate a new image containing three channels composed of gradient, gray leveldoi:10.1155/2019/3530903 fatcat:bwnv2asl5naendyaizyppe46qm