Hard Sample Aware Noise Robust Learning for Histopathology Image Classification

1 code implementation • 5 Dec 2021 • Chuang Zhu, Wenkai Chen, Ting Peng, Ying Wang, Mulan Jin

In this work, we introduce a novel hard sample aware noise robust learning method for histopathology image classification.

Classification Learning with noisy labels

Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNet

2 code implementations • 29 Jun 2020 • Chuang Zhu, Ke Mei, Ting Peng, Yihao Luo, Jun Liu, Ying Wang, Mulan Jin

The automatic and objective medical diagnostic model can be valuable to achieve early cancer detection, and thus reducing the mortality rate.

Segmentation Tumor Segmentation

Quantitative Analysis of Particles Segregation

no code implementations • 19 Nov 2015 • Ting Peng, Aiping Qu, Xiaoling Wang

Then, the whole picture of particles is splintered to small rectangles with the same shape.