Article ID Journal Published Year Pages File Type
6890808 Computer Methods and Programs in Biomedicine 2018 14 Pages PDF
Abstract
Conclusions: This paper presents a fine-grained leukocyte classification method for microscopic images, based on deep residual learning theory and medical domain knowledge. Experimental results validate the feasibility and effectiveness of our approach. Extended experiments support that the fine-grained leukocyte classifier could be used in real medical applications, assist doctors in diagnosing diseases, reduce human power significantly.
Related Topics
Physical Sciences and Engineering Computer Science Computer Science (General)
Authors
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