Chen Li - RankMe

155 papers B 14Misc 1Journal 95Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DMID-ESD: A Benchmark Darkfield Microscopy Image Dataset for Erythrocytes and Spirochaete Detection and Classification. Biomed. Signal Process. Control. Guotao Lu, Zizhen Fan, Minghe Gao, Jing Chen, Qingtao Meng, Hechen Yang, Hongzan Sun, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li
2026	—	`conf`	Deep Learning Framework for Brain Age Prediction Integrating Gray Matter Structure and White Matter Microstructure - MN-FNet. Bildverarbeitung für die Medizin Xinghao Wang, Marco Maass, Yuanheng Zhang, Chen Li, Xinyu Huang, Hongzan Sun, Marcin Grzegorzek
2026	J	`jnl`	Exploring transparency in pathological image analysis: A comprehensive review of explainable artificial intelligence (XAI) techniques. Comput. Sci. Rev. Lingling Yuan, Yutong Gu, Yan Han, Tianming Du, Marcin Grzegorzek, Chen Li
2025	—	`conf`	CMDFE: A Robust Few-Shot Learning Framework with Tiny Object Feature Extraction for Environmental Microorganism Image Classification. BIBM Xiangwen Kong, Tao Jiang, Hao Xu, Lingling Yuan, Marcin Grzegorzek, Rui Li, Chen Li
2025	J	`jnl`	CMR-BENet: A confidence map refinement boundary enhancement network for left ventricular myocardium segmentation. Comput. Methods Programs Biomed. Qi Yu, Hongxia Ning, Jinzhu Yang, Chen Li, Yiqiu Qi, Mingjun Qu, Honghe Li, Song Sun, Peng Cao, Chaolu Feng
2025	—	`conf`	Diff-MOCS: A Diffusion Model-Based with Multi-Object Cardiac Ultrasound Images Segmentation. BIBM Shuai Ye, Tao Jiang, Xiangyu Meng, Chen Li, Wei Sun
2025	—	`conf`	FFE-FRCN: A Frequency Feature Enhanced Few-Shot Learning Approach for Object Detection in Microscopic Images. BIBM Jianbo Zhu, Tao Jiang, Marcin Grzegorzek, Chen Li
2025	—	`conf`	Geometric-Semantic Harmony: A Dual-Student Framework for One-Shot White-Matter Tract Segmentation. BIBM Hao Xu, Zihan Li, Chen Li, Xue Bai
2025	B	`conf`	KTD-Net: A Synergistic Diffusion Framework with Gated Knowledge-Transfer Transformer for Abdominal Multi-Organ Segmentation in CT Images. IEEE Big Data Kang Fu, Tao Jiang, Lingling Yuan, Jinkui Li, Xueyan Bai, Ruiheng Li, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	MEMI-DS: A Benchmark Melasma Image Dataset for Image Segmentation. ADMA (2) Zhenwei Zhai, Chen Li, Zihao Wang, Marcin Grzegorzek, Lin Xu, Linshuai Zhang, Yujie Zhang, Pengfei Zeng, Ji Yin, Jing Guo, Tao Sun, Tao Jiang
2025	B	`conf`	Med-Align: Zero-Shot Histopathological Image Classification via Adaptive Multimodal Feature Alignment. IEEE Big Data Xueyan Bai, Tao Jiang, Lingling Yuan, Ruiheng Li, Jinkui Li, Kang Fu, Xiaoyan Li, Chen Li
2025	B	`conf`	Met-Diff: A Diffusion Model-Based with Multi-Organ Segmentation in Abdominal CT of Metabolic Syndrome Patients. IEEE Big Data Jinkui Li, Tao Jiang, Kang Fu, Ruiheng Li, Xueyan Bai, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	Met-FSNet: Few-Shot Multi-Target Segmentation in Metabolic Syndrome CT Scans. BIBM Xiangyu Meng, Tao Jiang, Tianming Du, Zihao Wang, Shuai Ye, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	Mitigating Class Imbalance in Colorectal Histopathological Image Classification Using Data Synthesis and Adaptive Loss. BIBM Lingling Yuan, Hao Xu, Hongzan Sun, Xiaoyan Li, Xueyan Bai, Marcin Grzegorzek, Chen Li
2025	—	`conf`	Similarity-Aware Dual-Perspective Learning for Medical Event Prediction. BIBM Yang Li, Jiusong Ge, Shilei Cao, Yingkang Zhan, Zhangpeng Gong, Jiawei Niu, Jiashuai Liu, Di Zhang, Chen Li
2025	—	`conf`	Small-Sample Cervical Cancer Nest Classification Via Explainable Dense Feature Extraction in Euclidean Space. BIBM Yuzhou Wang, Tao Jiang, Marcin Grzegorzek, Xiaoyan Li, Chen Li
2025	—	`conf`	Super-Resolution Reconstruction of Low-Resolution Sensor-Based Abdominal Infrared Images for Auxiliary Diagnosis of Metabolic Syndrome. BIBM Zihao Wang, Naibo Zhang, Tianming Du, Tao Jiang, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	TGMT-FSL: Text-Guided Multi-task Framework for Few-Shot Learning of Histopathological Image Analysis. ADMA (2) Rui Li, Tao Jiang, Hao Xu, Marcin Grzegorzek, Xiaoyan Li, Chen Li
2024	—	`conf`	A GAN-Based Data Augmentation Method for Mitigating Class Imbalance Problem in Histopathological Image Classification. BIBM Lingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Chen Li, Yutong Gu, Tao Jiang, Marcin Grzegorzek, Xiaoyan Li
2024	—	`conf`	A Novel Non-contrast CT Analysis based Method for Segmenting Epicardial Fat and Exploring the Correlation between Epicardial Fat and Cardiac Function. BIBM Tianming Du, Tao Jiang, Marcin Grzegorzek, Ning Xu, Hongzan Sun, Chen Li
2024	J	`jnl`	A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification. Neural Comput. Appl. Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Yudong Yao, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
2024	J	`jnl`	AATCT-IDS: A benchmark Abdominal Adipose Tissue CT Image Dataset for image denoising, semantic segmentation, and radiomics evaluation. Comput. Biol. Medicine Zhiyu Ma, Chen Li, Tianming Du, Le Zhang, Dechao Tang, Deguo Ma, Shanchuan Huang, Yan Liu, Yihao Sun, Zhihao Chen, Jin Yuan, Qianqing Nie, Marcin Grzegorzek, Hongzan Sun
2024	—	`conf`	ACTIVE: A Deep Network for Sperm and Impurity Detection in Microscopic Videos. BIBM Ao Chen, Feng-Lei Fan, Jinghua Zhang, Md Mamunur Rahaman, Rui Li, Tao Jiang, Tieyong Zeng, Marcin Grzegorzek, Chen Li
2024	—	`conf`	An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. ADMA (4) Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li
2024	B	`conf`	An Infrared and Visible Image based Low-cost Tool for Metabolic Syndrome Monitoring. IEEE Big Data Zihao Wang, Zhengwei Zhai, Tianming Du, Shuai Ye, Tao Jiang, Marcin Grzegorzek, Hongzan Sun, Chen Li
2024	—	`conf`	CH-DDPMs: A Conjugate and Hybrid Diffusion Model for Low-Dose Fat CT Image Segmentation. BIBM Zhihao Chen, Tianming Du, Yihao Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek, Hongzan Sun, Chen Li
2024	J	`jnl`	ECPC-IDS: A benchmark endometrial cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. Comput. Biol. Medicine Dechao Tang, Chen Li, Tianming Du, Huiyan Jiang, Deguo Ma, Zhiyu Ma, Marcin Grzegorzek, Tao Jiang, Hongzan Sun
2024	B	`conf`	FSL-DSC: A Hybrid Pap Smear Cervical Cancer Image Classification Framework Using Few-shot Learning with Depthwise Separable Convolutions. IEEE Big Data Jin Yuan, Xiangchen Wu, Changzhong Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li
2024	—	`conf`	MOLMVO-Rényi: An Effective Segmentation Scheme for Prostate Cancer Pathology Images. BIBM Yan Han, Lingling Yuan, Hongzan Sun, Marcin Grzegorzek, Tao Jiang, Chen Li, Huiling Chen
2024	—	`conf`	MRes-CNN: A Multi-branch Residual CNN for Colorectal Histopathological Image Classification. ADMA (4) Lingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Xiaoyan Li, Marcin Grzegorzek, Ning Xu, Chen Li
2024	J	`jnl`	NL-CS Net: Deep Learning with Non-local Prior for Image Compressive Sensing. Circuits Syst. Signal Process. Shuai Bian, Shouliang Qi, Chen Li, Yudong Yao, Yueyang Teng
2024	J	`jnl`	PHE-SICH-CT-IDS: A benchmark CT image dataset for evaluation semantic segmentation, object detection and radiomic feature extraction of perihematomal edema in spontaneous intracerebral hemorrhage. Comput. Biol. Medicine Deguo Ma, Chen Li, Tianming Du, Lin Qiao, Dechao Tang, Zhiyu Ma, Liyu Shi, Guotao Lu, Qingtao Meng, Zhihao Chen, Marcin Grzegorzek, Hongzan Sun
2024	B	`conf`	PRS-Net: A Few-shot Network for Perirenal Fat and Renal Parenchyma Semantic Segmentation. IEEE Big Data Xiangyu Meng, Tianming Du, Zihao Wang, Shuai Ye, Shuaiyi Tian, Kunyang Teng, Marcin Grzegorzek, Tao Jiang, Hongzan Sun, Chen Li
2024	J	`jnl`	Quasi-supervised learning for super-resolution PET. Comput. Medical Imaging Graph. Guangtong Yang, Chen Li, Yudong Yao, Ge Wang, Yueyang Teng
2024	—	`conf`	RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT Images. ADMA (4) Yihao Sun, Tianming Du, Hongzan Sun, Jian Xu, Md Mamunur Rahaman, Xinghao Wang, Xinyu Huang, Tao Jiang, Marcin Grzegorzek, Ning Xu, Chen Li
2024	—	`conf`	RPE-Diff: A Relative Position Encoding Diffusion Model for Perirenal Fat Segmentation in Metabolic Syndrome. ADMA (4) Shuai Ye, Tianming Du, Frank Kulwa, Xiangyu Meng, Md Mamunur Rahaman, Marcin Grzegorzek, Ning Xu, Tao Jiang, Hongzan Sun, Chen Li
2024	J	`jnl`	What can machine vision do for lymphatic histopathology image analysis: a comprehensive review. Artif. Intell. Rev. Haoyuan Chen, Xiaoqi Li, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A comprehensive survey of intestine histopathological image analysis using machine vision approaches. Comput. Biol. Medicine Yujie Jing, Chen Li, Tianming Du, Tao Jiang, Hongzan Sun, Jinzhu Yang, Liyu Shi, Minghe Gao, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformers. Comput. Biol. Medicine Weiming Hu, Xintong Li, Chen Li, Rui Li, Tao Jiang, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches. Artif. Intell. Rev. Pingli Ma, Chen Li, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek
2023	J	`jnl`	AATCT-IDS: A Benchmark Abdominal Adipose Tissue CT Image Dataset for Image Denoising, Semantic Segmentation, and Radiomics Evaluation. CoRR Zhiyu Ma, Chen Li, Tianming Du, Le Zhang, Dechao Tang, Deguo Ma, Shanchuan Huang, Yan Liu, Yihao Sun, Zhihao Chen, Jin Yuan, Qianqing Nie, Marcin Grzegorzek, Hongzan Sun
2023	J	`jnl`	ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos. CoRR Ao Chen, Jinghua Zhang, Md Mamunur Rahaman, Hongzan Sun, Tieyong Zeng, Marcin Grzegorzek, Feng-Lei Fan, Chen Li
2023	J	`jnl`	Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer. Artif. Intell. Rev. Jinghua Zhang, Chen Li, Yimin Yin, Jiawei Zhang, Marcin Grzegorzek
2023	J	`jnl`	CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer. Comput. Biol. Medicine Zizhen Fan, Xiangchen Wu, Changzhong Li, Haoyuan Chen, Wanli Liu, Yuchao Zheng, Jing Chen, Xiaoyan Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li
2023	B	`conf`	Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches. IEEE Big Data Shanchuan Huang, Hongwei Lei, Liuhan Jin, Jinzhu Yang, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li
2023	B	`conf`	ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection. IEEE Big Data Hechen Yang, Jinzhu Yang, Tao Jiang, Xin Zhao, Jinghua Zhang, Peng Zhao, Ao Chen, Qianqing Nie, Marcin Grzegorzek, Chen Li
2023	J	`jnl`	ECPC-IDS: A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. CoRR Dechao Tang, Xuanyi Li, Tianming Du, Deguo Ma, Zhiyu Ma, Hongzan Sun, Marcin Grzegorzek, Huiyan Jiang, Chen Li
2023	—	`conf`	LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-Connection and Dropconnect. ADMA (5) Mingshi Li, Shuyao You, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li
2023	B	`conf`	Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma. IEEE Big Data Tianming Du, Chen Li, Tao Jiang, Jinzhu Yang, Marcin Grzegorzek, Hongzan Sun
2023	J	`jnl`	NCCT-CECT image synthesizers and their application to pulmonary vessel segmentation. Comput. Methods Programs Biomed. Haowen Pang, Shouliang Qi, Yanan Wu, Meihuan Wang, Chen Li, Yu Sun, Wei Qian, Guoyan Tang, Jiaxuan Xu, Zhenyu Liang, Rongchang Chen
2023	J	`jnl`	NL-CS Net: Deep Learning with Non-Local Prior for Image Compressive Sensing. CoRR Shuai Bian, Shouliang Qi, Chen Li, Yudong Yao, Yueyang Teng
2023	J	`jnl`	OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation. Comput. Biol. Medicine Qianqing Nie, Chen Li, Jinzhu Yang, Yudong Yao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Ao Chen, Haoyuan Chen, Weiming Hu, Rui Li, Jiawei Zhang, Danning Wang
2023	—	`conf`	PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object Detection. ADMA (5) Shuyao You, Mingshi Li, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li
2023	J	`jnl`	PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage. CoRR Deguo Ma, Chen Li, Lin Qiao, Tianming Du, Dechao Tang, Zhiyu Ma, Marcin Grzegorzek, Hongzan Sun
2023	B	`conf`	Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model. IEEE Big Data Minghe Gao, Chen Li, Jingyu Zhang, Haoyuan Chen, Weiming Hu, Hechen Yang, Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	QS-ADN: Quasi-Supervised Artifact Disentanglement Network for Low-Dose CT Image Denoising by Local Similarity Among Unpaired Data. CoRR Yuhui Ruan, Qiao Yuan, Chuang Niu, Chen Li, Yudong Yao, Ge Wang, Yueyang Teng
2023	J	`jnl`	Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features. Biomed. Signal Process. Control. Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
2023	—	`conf`	TOD-Net: Transformer-Based Neural Network for Tiny Object Detection in Sperm Microscopic Videos. ISBI Jiawei Zhang, Shuojia Zou, Chen Li, Yudong Yao, Md Mamunur Rahaman, Wei Qian, Hongzan Sun, Marcin Grzegorzek, Guojun Wang
2022	J	`jnl`	A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer. CoRR Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li
2022	J	`jnl`	A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements. CoRR Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek
2022	J	`jnl`	A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification. CoRR Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis. CoRR Wenwei Zhao, Pingli Ma, Chen Li, Xiaoning Bu, Shuojia Zou, Tao Jiang, Marcin Grzegorzek
2022	J	`jnl`	A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches. Artif. Intell. Rev. Xintong Li, Chen Li, Md Mamunur Rahaman, Hongzan Sun, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek
2022	J	`jnl`	A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches. Artif. Intell. Rev. Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek
2022	J	`jnl`	A fully automatic segmentation pipeline of pulmonary lobes before and after lobectomy from computed tomography images. Comput. Biol. Medicine Haowen Pang, Yanan Wu, Shouliang Qi, Chen Li, Jing Shen, Yong Yue, Wei Qian, Jianlin Wu
2022	J	`jnl`	A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification. Appl. Intell. Yixin Li, Xinran Wu, Chen Li, Xiaoyan Li, Haoyuan Chen, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Yong Zhang, Tao Jiang
2022	J	`jnl`	Adaptive Weighted Nonnegative Matrix Factorization for Robust Feature Representation. CoRR Tingting Shen, Junhang Li, Can Tong, Qiang He, Chen Li, Yudong Yao, Yueyang Teng
2022	J	`jnl`	An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images. CoRR Jiawei Zhang, Ning Xu, Chen Li, Md Mamunur Rahaman, Yu-Dong Yao, Yu-Hao Lin, Jinghua Zhang, Tao Jiang, Wenjun Qin, Marcin Grzegorzek
2022	J	`jnl`	Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer. CoRR Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology. CoRR Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	Artificial Neural Networks for Finger Vein Recognition: A Survey. CoRR Yimin Yin, Renye Zhang, Pengfei Liu, Wanxia Deng, Siliang He, Chen Li, Jinghua Zhang
2022	J	`jnl`	CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron. CoRR Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2022	J	`jnl`	CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron. Pattern Recognit. Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2022	—	`conf`	DVT: Application of Deep Visual Transformer in Cervical Cell Image Classification. ITIB Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Marcin Grzegorzek
2022	J	`jnl`	Deep Learning for Finger Vein Recognition: A Brief Survey of Recent Trend. CoRR Renye Zhang, Yimin Yin, Wanxia Deng, Chen Li, Jinghua Zhang
2022	J	`jnl`	EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks. CoRR Liyu Shi, Xiaoyan Li, Weiming Hu, Haoyuan Chen, Jing Chen, Zizhen Fan, Minghe Gao, Yujie Jing, Guotao Lu, Deguo Ma, Zhiyu Ma, Qingtao Meng, Dechao Tang, Hongzan Sun, Marcin Grzegorzek, Shouliang Qi, Yueyang Teng, Chen Li
2022	J	`jnl`	EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation. CoRR Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	Fully automatic pipeline of convolutional neural networks and capsule networks to distinguish COVID-19 from community-acquired pneumonia via CT images. Comput. Biol. Medicine Qianqian Qi, Shouliang Qi, Yanan Wu, Chen Li, Bin Tian, Shuyue Xia, Jigang Ren, Liming Yang, Hanlin Wang, Hui Yu
2022	J	`jnl`	GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection. Pattern Recognit. Haoyuan Chen, Chen Li, Ge Wang, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek
2022	J	`jnl`	GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer. Comput. Biol. Medicine Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Yong Zhang, Haoyuan Chen, Wanli Liu, Changhao Sun, Yudong Yao, Hongzan Sun, Marcin Grzegorzek
2022	J	`jnl`	IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. Comput. Biol. Medicine Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. CoRR Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	—	`conf`	Image Classification in Breast Histopathology Using Transfer and Ensemble Learning. ITIB Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Haiqing Zhang, Yixin Li, Hongzan Sun, Marcin Grzegorzek
2022	J	`jnl`	Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers. Comput. Biol. Medicine Wanli Liu, Chen Li, Md Mamunur Rahaman, Tao Jiang, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2022	J	`jnl`	Multi-Type Object Tracking Based on Residual Neural Network Model. Symmetry Tao Jiang, Qiuyan Zhang, JianYing Yuan, Changyou Wang, Chen Li
2022	—	`conf`	PIS-Net: A Novel Pixel Interval Sampling Network for Dense Microorganism Counting in Microscopic Images. ITIB Jiawei Zhang, Chen Li, Hongzan Sun, Marcin Grzegorzek
2022	J	`jnl`	Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features. CoRR Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
2022	J	`jnl`	Subspace Nonnegative Matrix Factorization for Feature Representation. CoRR Junhang Li, Jiao Wei, Can Tong, Tingting Shen, Yuchen Liu, Chen Li, Shouliang Qi, Yudong Yao, Yueyang Teng
2022	J	`jnl`	TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos. CoRR Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos. Comput. Biol. Medicine Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review. CoRR Xiaoqi Li, Haoyuan Chen, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Xiaoyan Li, Hongzan Sun, Marcin Grzegorzek
2021	J	`jnl`	A Cervical Histopathology Image Clustering Approach Using Graph Based Features. SN Comput. Sci. Chen Li, Zhijie Hu, Hao Chen, Shiliang Ai, Jinghua Zhang, Yong Zhang, Qian Wang, Xiaoyan Li
2021	J	`jnl`	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. CoRR Ao Chen, Chen Li, Haoyuan Chen, Hechen Yang, Peng Zhao, Weiming Hu, Wanli Liu, Shuojia Zou, Marcin Grzegorzek
2021	J	`jnl`	A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers. CoRR Hechen Yang, Chen Li, Peng Zhao, Ao Chen, Xin Zhao, Marcin Grzegorzek
2021	J	`jnl`	A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers. CoRR Peng Zhao, Chen Li, Md Mamunur Rahaman, Hechen Yang, Tao Jiang, Marcin Grzegorzek
2021	J	`jnl`	A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches. CoRR Chen Li, Xintong Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Hong Zhang, Yong Zhang, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek
2021	J	`jnl`	A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification. CoRR Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang
2021	J	`jnl`	A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer. CoRR Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Haoyuan Chen, Wanli Liu, Changhao Sun, Marcin Grzegorzek
2021	J	`jnl`	A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis. CoRR Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek
2021	J	`jnl`	A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis: from Popular Convolutional Neural Networks to Potential Visual Transformers. CoRR Chen Li, Xintong Li, Xiaoyan Li, Md Mamunur Rahaman, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek
2021	J	`jnl`	A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers. CoRR Chen Li, Pingli Ma, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek
2021	J	`jnl`	Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer. CoRR Jinghua Zhang, Chen Li, Marcin Grzegorzek
2021	J	`jnl`	DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images. Comput. Methods Programs Biomed. Shouliang Qi, Caiwen Xu, Chen Li, Bin Tian, Shuyue Xia, Jigang Ren, Liming Yang, Hanlin Wang, Hui Yu
2021	J	`jnl`	DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques. CoRR Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang
2021	J	`jnl`	DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques. Comput. Biol. Medicine Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang
2021	J	`jnl`	EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks. CoRR Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang
2021	J	`jnl`	EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation. CoRR Peng Zhao, Chen Li, Md Mamunur Rahaman, Hao Xu, Pingli Ma, Hechen Yang, Hongzan Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek
2021	J	`jnl`	EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation. CoRR Hechen Yang, Chen Li, Xin Zhao, Bencheng Cai, Jiawei Zhang, Pingli Ma, Peng Zhao, Ao Chen, Tao Jiang, Hongzan Sun, Yueyang Teng, Shouliang Qi, Xinyu Huang, Marcin Grzegorzek
2021	J	`jnl`	Entropy Regularized Iterative Weighted Shrinkage-Thresholding Algorithm (ERIWSTA): An Application to CT Image Restoration. CoRR Bingxue Wu, Jiao Wei, Chen Li, Yudong Yao, Yueyang Teng
2021	J	`jnl`	GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification. CoRR Haoyuan Chen, Chen Li, Xiaoyan Li, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2021	Misc	`conf`	Intelligent Gastric Histopathology Image Classification Using Hierarchical Conditional Random Field based Attention Mechanism. ICMLC Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang
2021	J	`jnl`	Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers. CoRR Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek
2021	J	`jnl`	LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation. Pattern Recognit. Jinghua Zhang, Chen Li, Sergey Kosov, Marcin Grzegorzek, Kimiaki Shirahama, Tao Jiang, Changhao Sun, Zihan Li, Hong Li
2020	—	`conf`	A Brief Review of Computer-aided Whole-slide Image Detection Techniques. ISICDM Xintong Li, Chen Li, Xiaoqi Li, Jian Wu, Xiaoyan Li
2020	—	`conf`	A Comparison of Segmentation Methods in Gastric Histopathology Images. ISICDM Changhao Sun, Chen Li, Hao Xu, Jinghua Zhang, Shiliang Ai, Xiaomin Zhou, Xiaoyan Li
2020	J	`jnl`	A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks. IEEE Access Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Qian Wang, Yong Zhang, Mo Li, Xiaoyan Li, Tao Jiang, Dan Xue, Shouliang Qi, Yueyang Teng
2020	J	`jnl`	A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks. CoRR Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang
2020	J	`jnl`	A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis. CoRR Chen Li, Yixin Li, Changhao Sun, Hao Chen, Hong Zhang
2020	J	`jnl`	A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation. CoRR Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li
2020	—	`conf`	A New Microorganism Dataset for Image Segmentation and Classification Evaluation. ISICDM Zihan Li, Chen Li, Jinghua Zhang, Hao Xu, Huaqian Yuan, Xuemin Zhu, Bolin Lu
2020	—	`conf`	A SARS-CoV-2 Microscopic Image Dataset with Ground Truth Images and Visual Features. PRCV (1) Chen Li, Jiawei Zhang, Frank Kulwa, Shouliang Qi, Ziyu Qi
2020	—	`conf`	A State-of-the-art Review for Gastric Histopathology Feature Extraction Methods. ISICDM Shiliang Ai, Chen Li, Xintong Li, Changhao Sun, Xiaomin Zhou, Hong Li, Qian Wang, Xiaoyan Li
2020	J	`jnl`	A Survey for Cervical Cytopathology Image Analysis Using Deep Learning. IEEE Access Md Mamunur Rahaman, Chen Li, Xiangchen Wu, Yudong Yao, Zhijie Hu, Tao Jiang, Xiaoyan Li, Shouliang Qi
2020	—	`conf`	A Survey of Sperm Detection Techniques in Microscopic Videos. ISICDM Wenwei Zhao, Shoujia Zou, Chen Li, Jindong Li, Jiawei Zhang, Pingli Ma, Yuzhuo Gu, Peng Xu, Xiaoning Bu
2020	J	`jnl`	A review for cervical histopathology image analysis using machine vision approaches. Artif. Intell. Rev. Chen Li, Hao Chen, Xiaoyan Li, Ning Xu, Zhijie Hu, Dan Xue, Shouliang Qi, He Ma, Le Zhang, Hongzan Sun
2020	J	`jnl`	An Application of Transfer Learning and Ensemble Learning Techniques for Cervical Histopathology Image Classification. IEEE Access Dan Xue, Xiaomin Zhou, Chen Li, Yudong Yao, Md Mamunur Rahaman, Jinghua Zhang, Hao Chen, Jinpeng Zhang, Shouliang Qi, Hongzan Sun
2020	J	`jnl`	An Enhanced Framework of Generative Adversarial Networks (EF-GANs) for Environmental Microorganism Image Augmentation With Limited Rotation-Invariant Training Data. IEEE Access Hao Xu, Chen Li, Md Mamunur Rahaman, Yudong Yao, Zihan Li, Jinghua Zhang, Frank Kulwa, Xin Zhao, Shouliang Qi, Yueyang Teng
2020	J	`jnl`	Foldover Features for Dynamic Object Behaviour Description in Microscopic Videos. IEEE Access Xialin Li, Chen Li, Frank Kulwa, Md Mamunur Rahaman, Wenwei Zhao, Xue Wang, Dan Xue, Yudong Yao, Yilin Cheng, Jindong Li, Shouliang Qi, Tao Jiang
2020	J	`jnl`	Gastric histopathology image segmentation using a hierarchical conditional random field. CoRR Changhao Sun, Chen Li, Xiaoyan Li
2020	—	`conf`	Microscopic Image Augmentation Using an Enhanced WGAN. ISICDM Hao Xu, Chen Li, Jinghua Zhang, Zihan Li, Changhao Sun, Xin Zhao
2019	J	`jnl`	A State-of-the-Art Survey for Microorganism Image Segmentation Methods and Future Potential. IEEE Access Frank Kulwa, Chen Li, Xin Zhao, Bencheng Cai, Ning Xu, Shouliang Qi, Shuo Chen, Yueyang Teng
2019	—	`conf`	A Survey for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks. ITIB Chen Li, Dan Xue, Zhijie Hu, Hao Chen, Yudong Yao, Yong Zhang, Mo Li, Qian Wang, Ning Xu
2019	J	`jnl`	A novel framework for the NMF methods with experiments to unmixing signals and feature representation. J. Comput. Appl. Math. Yueyang Teng, Yudong Yao, Shouliang Qi, Chen Li, Lisheng Xu, Wei Qian, Fenglei Fan, Ge Wang
2019	J	`jnl`	A survey for the applications of content-based microscopic image analysis in microorganism classification domains. Artif. Intell. Rev. Chen Li, Kai Wang, Ning Xu
2019	—	`conf`	Cervical Histopathology Image Classification Using Ensembled Transfer Learning. ITIB Chen Li, Dan Xue, Fanjie Kong, Zhijie Hu, Hao Chen, Yudong Yao, Hongzan Sun, Le Zhang, Jinpeng Zhang, Tao Jiang, JianYing Yuan, Ning Xu
2019	J	`jnl`	Cervical Histopathology Image Classification Using Multilayer Hidden Conditional Random Fields and Weakly Supervised Learning. IEEE Access Chen Li, Hao Chen, Le Zhang, Ning Xu, Dan Xue, Zhijie Hu, He Ma, Hongzan Sun
2019	J	`jnl`	Ensemble Learners of Multiple Deep CNNs for Pulmonary Nodules Classification Using CT Images. IEEE Access Baihua Zhang, Shouliang Qi, Patrice Monkam, Chen Li, Fan Yang, Yu-Dong Yao, Wei Qian
2019	J	`jnl`	Graph Regularized Sparse Autoencoders with Nonnegativity Constraints. Neural Process. Lett. Yueyang Teng, Yichao Liu, Jinliang Yang, Chen Li, Shouliang Qi, Yan Kang, Fenglei Fan, Ge Wang
2019	J	`jnl`	Microscopic Machine Vision Based Degradation Monitoring of Low-Voltage Electromagnetic Coil Insulation Using Ensemble Learning in a Membrane Computing Framework. IEEE Access Chen Li, Fanjie Kong, Kai Wang, Aidong Xu, Gexiang Zhang, Ning Xu, Zhihua Liu, Haifeng Guo, Xue Wang, Kuan Liang, JianYing Yuan, Shouliang Qi, Tao Jiang
2019	—	`conf`	Predicting unnecessary nodule biopsy for a small lung cancer screening dataset by less-abstractive deep features. Computer-Aided Diagnosis Fangfang Han, Linkai Yan, Chen Li, Shouliang Qi, William Moore, Zhengrong Liang, Wei Qian
2019	—	`conf`	Transfer Learning Based Classification of Cervical Cancer Immunohistochemistry Images. ISICDM Chen Li, Dan Xue, X. Zhou, Jinpeng Zhang, H. Zhang, Yudong Yao, Fanjie Kong, Le Zhang, Hongzan Sun
2019	—	`conf`	Weakly Supervised Cervical Histopathological Image Classification Using Multilayer Hidden Conditional Random Fields. ITIB Chen Li, Hao Chen, Dan Xue, Zhijie Hu, Le Zhang, Liangzi He, Ning Xu, Shouliang Qi, He Ma, Hongzan Sun
2018	—	`conf`	A Brief Review for Content-Based Microorganism Image Analysis Using Classical and Deep Neural Networks. ITIB Chen Li, Ning Xu, Tao Jiang, Shouliang Qi, Fangfang Han, Wei Qian, Xin Zhao
2018	J	`jnl`	Environmental microorganism classification using conditional random fields and deep convolutional neural networks. Pattern Recognit. Sergey Kosov, Kimiaki Shirahama, Chen Li, Marcin Grzegorzek
2016	—	`—`	Content-based microscopic image analysis. Chen Li
2016	J	`jnl`	Environmental microbiology aided by content-based image analysis. Pattern Anal. Appl. Chen Li, Kimiaki Shirahama, Marcin Grzegorzek
2016	B	`conf`	Environmental microorganism image retrieval using multiple colour channels fusion and particle swarm optimisation. ICIP Yan Ling Zou, Chen Li, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek
2016	B	`conf`	Stem cell microscopic image segmentation using supervised normalized cuts. ICIP Xinyu Huang, Chen Li, Minmin Shen, Kimiaki Shirahama, Johanna Nyffeler, Marcel Leist, Marcin Grzegorzek, Oliver Deussen
2015	—	`conf`	Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram. CORES Yan Ling Zou, Chen Li, Zeyd Boukhers, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek
2015	—	`conf`	Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning. EMR@ICMR Chen Li, Kimiaki Shirahama, Marcin Grzegorzek
2015	J	`jnl`	Interactive tracking of insect posture. Pattern Recognit. Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof, Oliver Deussen
2014	B	`conf`	Shape-Based Classification of Environmental Microorganisms. ICPR Cong Yang, Chen Li, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
2013	B	`conf`	Classification of environmental microorganisms in microscopic images using shape features and support vector machines. ICIP Chen Li, Kimiaki Shirahama, Marcin Grzegorzek, Fangshu Ma, Beihai Zhou
2013	—	`conf`	Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. CORES Marcin Grzegorzek, Chen Li, Johann Raskatow, Dietrich Paulus, Natalia Vassilieva
2013	—	`conf`	University of Siegen, Kobe University and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection. TRECVID Kimiaki Shirahama, Chen Li, Marcin Grzegorzek, Kuniaki Uehara