Chen Li

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Venues

CoRR

BigData

Comput. Biol. Medicine

Artif. Intell. Rev.

University of Siegen, Germany (PHD)

Education History

University of Siegen, Germany

PHD

Publications

Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Yudong Yao, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification. Neural Comput. Appl. 36 (7) (2024)
Hechen Yang, Jinzhu Yang, Tao Jiang, Xin Zhao, Jinghua Zhang, Peng Zhao, Ao Chen, Qianqing Nie, Marcin Grzegorzek, Chen Li
ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection. BigData (2023)
Jiawei Zhang, Shuojia Zou, Chen Li, Yudong Yao, Md Mamunur Rahaman, Wei Qian, Hongzan Sun, Marcin Grzegorzek, Guojun Wang
TOD-Net: Transformer-Based Neural Network for Tiny Object Detection in Sperm Microscopic Videos. ISBI (2023)
Jinghua Zhang, Chen Li, Yimin Yin, Jiawei Zhang, Marcin Grzegorzek
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. 56 (2) (2023)
Shanchuan Huang, Hongwei Lei, Liuhan Jin, Jinzhu Yang, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li
Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches. BigData (2023)
Pingli Ma, Chen Li, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches. Artif. Intell. Rev. 56 (2) (2023)
Dechao Tang, Xuanyi Li, Tianming Du, Deguo Ma, Zhiyu Ma, Hongzan Sun, Marcin Grzegorzek, Huiyan Jiang, Chen Li
ECPC-IDS: A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. CoRR (2023)
Minghe Gao, Chen Li, Jingyu Zhang, Haoyuan Chen, Weiming Hu, Hechen Yang, Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model. BigData (2023)
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
OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation. Comput. Biol. Medicine 167 (2023)
Yuhui Ruan, Qiao Yuan, Chuang Niu, Chen Li, Yudong Yao, Ge Wang, Yueyang Teng
QS-ADN: Quasi-Supervised Artifact Disentanglement Network for Low-Dose CT Image Denoising by Local Similarity Among Unpaired Data. CoRR (2023)
Tianming Du, Chen Li, Tao Jiang, Jinzhu Yang, Marcin Grzegorzek, Hongzan Sun
Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma. BigData (2023)
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
AATCT-IDS: A Benchmark Abdominal Adipose Tissue CT Image Dataset for Image Denoising, Semantic Segmentation, and Radiomics Evaluation. CoRR (2023)
Weiming Hu, Xintong Li, Chen Li, Rui Li, Tao Jiang, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Xiaoyan Li
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 161 (2023)
Yujie Jing, Chen Li, Tianming Du, Tao Jiang, Hongzan Sun, Jinzhu Yang, Liyu Shi, Minghe Gao, Marcin Grzegorzek, Xiaoyan Li
A comprehensive survey of intestine histopathological image analysis using machine vision approaches. Comput. Biol. Medicine 165 (2023)
Zizhen Fan, Xiangchen Wu, Changzhong Li, Haoyuan Chen, Wanli Liu, Yuchao Zheng, Jing Chen, Xiaoyan Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li
CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer. Comput. Biol. Medicine 162 (2023)
Deguo Ma, Chen Li, Lin Qiao, Tianming Du, Dechao Tang, Zhiyu Ma, Marcin Grzegorzek, Hongzan Sun
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 (2023)
Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features. CoRR (2022)
Sergey Kosov, Kimiaki Shirahama, Chen Li, Marcin Grzegorzek
Environmental microorganism classification using conditional random fields and deep convolutional neural networks. Pattern Recognit. 77 (2018)
Xinyu Huang, Chen Li, Minmin Shen, Kimiaki Shirahama, Johanna Nyffeler, Marcel Leist, Marcin Grzegorzek, Oliver Deussen
Stem cell microscopic image segmentation using supervised normalized cuts. ICIP (2016)
Yan Ling Zou, Chen Li, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek
Environmental microorganism image retrieval using multiple colour channels fusion and particle swarm optimisation. ICIP (2016)
Chen Li, Kimiaki Shirahama, Marcin Grzegorzek
Environmental microbiology aided by content-based image analysis. Pattern Anal. Appl. 19 (2) (2016)
Chen Li, Kimiaki Shirahama, Marcin Grzegorzek
Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning. EMR@ICMR (2015)
Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof, Oliver Deussen
Interactive tracking of insect posture. Pattern Recognit. 48 (11) (2015)
Yan Ling Zou, Chen Li, Zeyd Boukhers, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek
Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram. CORES (2015)
Cong Yang, Chen Li, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
Shape-Based Classification of Environmental Microorganisms. ICPR (2014)
Kimiaki Shirahama, Chen Li, Marcin Grzegorzek, Kuniaki Uehara
University of Siegen, Kobe University and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection. TRECVID (2013)
Chen Li, Kimiaki Shirahama, Marcin Grzegorzek, Fangshu Ma, Beihai Zhou
Classification of environmental microorganisms in microscopic images using shape features and support vector machines. ICIP (2013)
Marcin Grzegorzek, Chen Li, Johann Raskatow, Dietrich Paulus, Natalia Vassilieva
Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. CORES (2013)

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Publication Activity (10 Years)

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Chen Li