A lightweight network based on dual-stream feature fusion and dual-domain attention for white blood cells segmentation

A lightweight network based on dual-stream feature fusion and dual-domain attention for white blood cells segmentation

IntroductionAccurate white blood cells segmentation from cytopathological images is crucial for evaluating leukemia. However, segmentation is difficult in clinical practice. Given the very large numbers of cytopathological images to be processed, diagnosis becomes cumbersome and time consuming, and...

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Bibliographic Details
Main Authors: Yang Luo, Yingwei Wang, Yongda Zhao, Wei Guan, Hanfeng Shi, Chong Fu, Hongyang Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Oncology
Subjects:
white blood cells segmentation
instance segmentation
YOLACT-CIS
dual-stream feature fusion network (DFFN)
dual-domain attention module (DDAM)
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1223353/full

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https://www.frontiersin.org/articles/10.3389/fonc.2023.1223353/full

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