GSN-HVNET: A Lightweight, Multi-Task Deep Learning Framework for Nuclei Segmentation and Classification

Nuclei segmentation and classification are two basic and essential tasks in computer-aided diagnosis of digital pathology images, and those deep-learning-based methods have achieved significant success. Unfortunately, most of the existing studies accomplish the two tasks by splicing two related neur...

Full description

Bibliographic Details

Published in:	Bioengineering
Main Authors:	Tengfei Zhao, Chong Fu, Yunjia Tian, Wei Song, Chiu-Wing Sham
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Subjects:	joint nuclei segmentation and classification lightweight, multi-task deep learning framework Residual-Ghost-SN Dense-Ghost-SN
Online Access:	https://www.mdpi.com/2306-5354/10/3/393