Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6890808 | Computer Methods and Programs in Biomedicine | 2018 | 14 Pages |
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
Feiwei Qin, Nannan Gao, Yong Peng, Zizhao Wu, Shuying Shen, Artur Grudtsin,