| 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 | 349 | 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 | 218* | 2022 |
| 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 | 204 | 2021 |
| 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 | 203 | 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 | 202 | 2021 |
| 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 | 195 | 2020 |
| 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 | 172 | 2023 |
| Radiomics signature: a potential biomarker for the prediction of MGMT promoter methylation in glioblastoma Y Xi, F Guo, Z Xu, C Li, W Wei, P Tian, T Liu, L Liu, G Chen, J Ye, ... Journal of Magnetic Resonance Imaging 47 (5), 1380-1387, 2018 | 153 | 2018 |
| 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 | 149 | 2022 |
| 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 | 139 | 2020 |
| MRI-based radiomics nomogram may predict the response to induction chemotherapy and survival in locally advanced nasopharyngeal carcinoma L Zhao, J Gong, Y Xi, M Xu, C Li, X Kang, Y Yin, W Qin, H Yin, M Shi European radiology 30, 537-546, 2020 | 139 | 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 | 136 | 2022 |
| 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 | 136 | 2020 |
| Putamen-related regional and network functional deficits in first-episode schizophrenia with auditory verbal hallucinations LB Cui, K Liu, C Li, LX Wang, F Guo, P Tian, YJ Wu, L Guo, WM Liu, YB Xi, ... Schizophrenia Research 173 (1-2), 13-22, 2016 | 128 | 2016 |
| 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 | 104 | 2022 |
| 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 | 101 | 2019 |
| 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 | 88 | 2018 |
| A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches P Ma, C Li(corresponding author), MM Rahaman, Y Yao, J Zhang, S Zou, ... Artificial Intelligence Review 56, 1627--1698, 2023 | 86 | 2023 |
| 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 | 84 | 2020 |
| Brain–Computer Interface Speller Based on Steady-State Visual Evoked Potential: A Review Focusing on the Stimulus Paradigm and Performance M Li, D He, C Li, S Qi Brain Sciences 11 (4), 450, 2021 | 79 | 2021 |
Marcin GrzegorzekDirector at DFKI Lab Lübeck | Professor at University of LübeckVerified email at dfki.de
