no code implementations • 24 Nov 2021 • Jiangbo Shi, Chang Jia, Zeyu Gao, Tieliang Gong, Chunbao Wang, Chen Li
However, the development of such an automated method requires a large amount of data with precisely annotated masks which is hard to obtain.
1 code implementation • 20 Jun 2021 • Zeyu Gao, Jiangbo Shi, Xianli Zhang, Yang Li, Haichuan Zhang, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li
In this paper, we propose a Composite High-Resolution Network for ccRCC nuclei grading.
1 code implementation • 12 Aug 2020 • Zeyu Gao, Pargorn Puttapirat, Jiangbo Shi, Chen Li
Semi-supervised learning (SSL) is an effective way to utilize unlabeled data and alleviate the need for labeled data.
no code implementations • 15 Jan 2020 • Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang, Chen Li
Transition from conventional to digital pathology requires a new category of biomedical informatic infrastructure which could facilitate delicate pathological routine.
no code implementations • 14 Jan 2020 • Jiangbo Shi, Zeyu Gao, Haichuan Zhang, Pargorn Puttapirat, Chunbao Wang, Xiangrong Zhang, Chen Li
In classification, state-of-the-art deep learning-based classifiers perform better when trained by pixel-wise annotation dataset.