| Identification of COVID-19 Samples from Chest X-Ray Images Using Deep Learning: A Comparison of Transfer Learning Approaches MM Rahaman, C Li (corresponding author), Y Yao, F Kulwa, MA Rahman, ... Journal of X-Ray Science and Technology 28 (5), 821--839, 2020 | 240 | 2020 |
| A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks X Zhou, C Li (Corresponding Author), MM Rahaman, Y Yao, S Ai, C Sun, ... IEEE Access 8 (1), 90931--90956, 2020 | 122 | 2020 |
| GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection H Chen, C Li(corresponding author), G Wang(corresponding author), X Li, ... Pattern Recognition 130, 108827, 2022 | 119* | 2022 |
| LCU-Net: A Novel Low-cost U-Net for Environmental Microorganism Image Segmentation J Zhang, C Li(corresponding author), S Kosov, M Grzegorzek, ... Pattern Recognition 115, 1--17, 2021 | 119 | 2021 |
| DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques MM Rahaman, C Li(corresponding author), Y Yao, F Kulwa, X Wu, X Li, ... Computers in Biology and Medicine 136, 1--12, 2021 | 106 | 2021 |
| An Application of Transfer Learning and Ensemble Learning Techniques for Cervical Histopathology Image Classification D Xue, X Zhou, C Li (corresponding author), Y Yao, M Rahaman, J Zhang, ... IEEE Access 8 (1), 104603--104618, 2020 | 93 | 2020 |
| A Survey for Cervical Cytopathology Image Analysis Using Deep Learning MM Rahaman, C Li (Corresponding Author), X Wu, Y Yao, Z Hu, T Jiang, ... IEEE Access 8 (1), 61687--61710, 2020 | 85 | 2020 |
| Ensemble Learners of Multiple Deep CNNs for Pulmonary Nodules Classification Using CT Images B Zhang, S Qi, P Monkam, C Li, F Yang, Y Yao, W Qian IEEE Access 7 (1), 110358--110371, 2019 | 81 | 2019 |
| A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches X Li, C Li(corresponding author), MM Rahaman, H Sun, X Li, J Wu, Y Yao, ... Artificial Intelligence Review 55, 4809--4878, 2022 | 77 | 2022 |
| Environmental microorganism classification using conditional random fields and deep convolutional neural networks S Kosov, K Shirahama, C Li, M Grzegorzek Pattern Recognition 77, 248--261, 2018 | 76 | 2018 |
| A survey for the applications of content-based microscopic image analysis in microorganism classification domains C Li, K Wang, N Xu Artificial Intelligence Review 51 (4), 577--646, 2019 | 63 | 2019 |
| A Review for Cervical Histopathology Image Analysis Using Machine Vision Approaches C Li, H Chen, X Li, N Xu, Z Hu, D Xue, S Qi, H Ma, L Zhang, H Sun Artificial Intelligence Review 53, 4821--4862, 2020 | 62 | 2020 |
| A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches J Zhang, C Li(corresponding author), MM Rahaman, Y Yao, P Ma, ... Artificial Intelligence Review 55, 2875-–2944, 2022 | 54 | 2022 |
| A State-of-the-art Survey for Microorganism Image Segmentation Methods and Future Potential F Kulwa, C Li (Corresponding Author), X Zhao, B Cai, N Xu, S Qi, S Chen, ... IEEE Access 7 (1), 100243--100269, 2019 | 54 | 2019 |
| Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural … J Zhang, C Li(corresponding author), Y Yin, J Zhang, M Grzegorzek Artificial Intelligence Review 56, 1013--1070, 2023 | 49 | 2023 |
| CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron W Liu, C Li(corresponding author), N Xu, T Jiang, M Rahaman, H Sun, ... Pattern Recognition 130, 108829, 2022 | 47 | 2022 |
| IL-MCAM: An Interactive Learning and Multi-channel Attention Mechanism-based Semi-supervised Colorectal Histopathology Image Classification Approach H Chen, C Li(corresponding author), X Li, M Rahaman, W Hu, Y Li, W Liu, ... Computers in Biology and Medicine 143, 105265, 2022 | 44 | 2022 |
| Cervical Histopathology Image Classification Using Multilayer Hidden Conditional Random Fields and Weakly Supervised Learning C Li, H Chen, L Zhang, N Xu, D Xue, Z Hu, H Ma, H Sun IEEE Access 7 (1), 90378--90397, 2019 | 40 | 2019 |
| A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis Y Li, C Li(corresponding author), X Li, K Wang, M Rahaman, C Sun, ... Archives of Computational Methods in Engineering 2021, 1--31, 2021 | 38 | 2021 |
| Application of content-based image analysis to environmental microorganism classification C Li, K Shirahama, M Grzegorzek Biocybernetics and Biomedical Engineering 35 (1), 10--21, 2015 | 38 | 2015 |
Marcin GrzegorzekFull Professor | University of Lübeck | Fraunhofer IMTE | expandAI (Co-Founder)Verified email at uni-luebeck.de
