A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer. - Ao Chen 001; Chen Li 022; Haoyuan Chen; Hechen Yang; Peng Zhao; Weiming Hu; Wanli Liu; Shuojia Zou; Marcin Grzegorzek (CoRR, 2021)

A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers. - Hechen Yang; Chen Li 022; Peng Zhao; Ao Chen 001; Xin Zhao 023; Marcin Grzegorzek (CoRR, 2021)

A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers. - Peng Zhao; Chen Li 022; Md Mamunur Rahaman; Hechen Yang; Tao Jiang 014; Marcin Grzegorzek (CoRR, 2021)

EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation. - Hechen Yang; Chen Li 022; Xin Zhao 023; Bencheng Cai; Jiawei Zhang; Pingli Ma; Peng Zhao; Ao Chen 001; Tao Jiang 014; Hongzan Sun; Yueyang Teng; Shouliang Qi; et al. (CoRR, 2021)

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation. - Peng Zhao; Chen Li 022; Md Mamunur Rahaman; Hao Xu 042; Pingli Ma; Hechen Yang; Hongzan Sun; Tao Jiang 014; Ning Xu 012; Marcin Grzegorzek (CoRR, 2021)

Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model. - Minghe Gao; Chen Li 022; Jingyu Zhang; Haoyuan Chen; Weiming Hu; Hechen Yang; Liyu Shi; Yujie Jing; Shuaiyi Tian; Hongzan Sun; Marcin Grzegorzek; Xiaoyan Li (IEEE Big Data, 2023)

ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection. - Hechen Yang; Jinzhu Yang; Tao Jiang 014; Xin Zhao 023; Jinghua Zhang; Peng Zhao; Ao Chen 001; Qianqing Nie; Marcin Grzegorzek; Chen Li 022 (IEEE Big Data, 2023)