A channel-fused dense convolutional network for EEG-based emotion recognition Z Gao, X Wang, Y Yang, Y Li, K Ma, G Chen IEEE Transactions on Cognitive and Developmental Systems 13 (4), 945-954, 2020 | 146 | 2020 |
A complex network-based broad learning system for detecting driver fatigue from EEG signals Y Yang, Z Gao, Y Li, Q Cai, N Marwan, J Kurths IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (9), 5800-5808, 2019 | 89 | 2019 |
A GPSO-optimized convolutional neural networks for EEG-based emotion recognition Z Gao, Y Li, Y Yang, X Wang, N Dong, HD Chiang Neurocomputing 380, 225-235, 2020 | 79 | 2020 |
A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG YX Yang, ZK Gao, XM Wang, YL Li, JW Han, N Marwan, J Kurths Chaos: an interdisciplinary journal of nonlinear science 28 (8), 2018 | 74 | 2018 |
A recurrence network-based convolutional neural network for fatigue driving detection from EEG ZK Gao, YL Li, YX Yang, C Ma Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (11), 2019 | 68 | 2019 |
A coincidence-filtering-based approach for CNNs in EEG-based recognition Z Gao, Y Li, Y Yang, N Dong, X Yang, C Grebogi IEEE Transactions on Industrial Informatics 16 (11), 7159-7167, 2019 | 60 | 2019 |
A CNN identified by reinforcement learning-based optimization framework for EEG-based state evaluation Y Yang, Z Gao, Y Li, H Wang Journal of Neural Engineering 18 (4), 046059, 2021 | 21 | 2021 |
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis T Hassanzadeh, DP Shamonin, Y Li, DI Krijbolder, M Reijnierse, ... Biomedical Signal Processing and Control 88, 105612, 2024 | 5 | 2024 |
OP0002 exploring the use of artificial intelligence in predicting rheumatoid arthritis, based on extremity MR scans in early arthritis and clinically suspect arthralgia patients Y Li, D Shamonin, T Hassanzadeh, M Reijnierse, A Van der Helm–van Mil, ... Annals of the Rheumatic Diseases 82 (Suppl 1), 1-2, 2023 | 4 | 2023 |
Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans Y Li, T Hassanzadeh, DP Shamonin, M Reijnierse, ... Biomedical Signal Processing and Control 91, 105990, 2024 | 2 | 2024 |
A simple but effective training process for the few-shot prediction task of early rheumatoid arthritis from MRI Y Li, DP Shamonin, T Hassanzadeh, M Reijnierse, ... Medical Imaging with Deep Learning, 2022 | 2 | 2022 |
POS0920 QUANTIFICATION OF TENOSYNOVITIS IN RA FROM WRIST MRIs, BASED ON DEEP LEARNING D Shamonin, Y Li, T Hassanzadeh, ME Bakker, M Reijnierse, ... Annals of the Rheumatic Diseases 82 (Suppl 1), 770-771, 2023 | 1 | 2023 |
AB0205 RA treatment effects in wrist MRIs, determined by deep learning T Hassanzadeh, D Shamonin, Y Li, M Reijnierse, A Van der Helm–van Mil, ... Annals of the Rheumatic Diseases 82 (Suppl 1), 1286-1286, 2023 | 1 | 2023 |
POS0154 A DEEP LEARNING MODEL TO LOCATE INFLAMMATORY CHANGES IN RHEUMATOID ARTHRITIS T Hassanzadeh, D Shamonin, Y Li, M Reijnierse, A Van der Helm–van Mil, ... Annals of the Rheumatic Diseases 82 (Suppl 1), 298-299, 2023 | 1 | 2023 |
A Lightweight Model for Physiological Signals-based Sleep Staging with Multi-Class CAM for Model Explainability Y Yang, Y Li IEEE Sensors Journal, 2024 | | 2024 |
Integrated feature analysis for deep learning interpretation and class activation maps Y Li, T Hassanzadeh, DP Shamonin, M Reijnierse, AHM Mil, BC Stoel arXiv preprint arXiv:2407.01142, 2024 | | 2024 |
OP0190 QUANTIFICATION OF TENOSYNOVITIS, SYNOVITIS AND BONE MARROW EDEMA IN RHEUMATOID ARTHRITIS FROM WRIST MRIs, BASED ON DEEP LEARNING D Shamonin, Y Li, T Hassanzadeh, ME Bakker, DA Ton, M Reijnierse, ... Annals of the Rheumatic Diseases 83 (Suppl 1), 134-135, 2024 | | 2024 |
OP0182 PREDICTION OF TREATMENT RESPONSE IN PATIENTS WITH ARTHRALGIA AT RISK FOR DEVELOPMENT OF RA, BY DEEP LEARNING FROM MRI SCANS OF THE WRIST, HAND AND FOOT T Hassanzadeh, Y Li, D Shamonin, DA Ton, M Reijnierse, ... Annals of the Rheumatic Diseases 83 (Suppl 1), 133-134, 2024 | | 2024 |
POS1376 AUTOMATIC SEGMENTATION-FREE INFLAMMATION SCORING IN RHEUMATOID ARTHRITIS FROM MRI USING DEEP LEARNING Y LI, D Shamonin, T Hassanzadeh, DA Ton, M Reijnierse, ... Annals of the Rheumatic Diseases 83 (Suppl 1), 730-731, 2024 | | 2024 |