| Rethinking pre-training on medical imaging Y Wen, L Chen, Y Deng, C Zhou Journal of Visual Communication and Image Representation 78, 103145, 2021 | 83 | 2021 |
| ST-Net: Synthetic ECG tracings for diagnosing various cardiovascular diseases Y Deng, Z Gao, S Xu, P Ren, Y Wen, Y Mao, Z Li Biomedical Signal Processing and Control 61, 101997, 2020 | 15 | 2020 |
| A deep learning approach for fully automated cardiac shape modeling in tetralogy of Fallot S Govil, BT Crabb, Y Deng, L Dal Toso, E Puyol-Antón, K Pushparajah, ... Journal of Cardiovascular Magnetic Resonance 25 (1), 15, 2023 | 14 | 2023 |
| Pixel-wise triplet learning for enhancing boundary discrimination in medical image segmentation Y Wen, L Chen, Y Deng, Z Zhang, C Zhou Knowledge-Based Systems 243, 108424, 2022 | 14 | 2022 |
| Deep-learning based in-cylinder pressure modeling and resolution of ion current signals Z Gao, Y Deng, Y Wen, J Lu, Z Du, C Tang, E Tomita, Y Tan Fuel 282, 118722, 2020 | 12 | 2020 |
| Towards efficient medical image segmentation via boundary-guided knowledge distillation Y Wen, L Chen, S Xi, Y Deng, X Tang, C Zhou 2021 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2021 | 11 | 2021 |
| Symptom and pathology report generation for ophthalmic diseases in fundus images Y Wen, L Chen, L Qiao, Y Deng, S Dai, J Chen, C Zhou 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 8 | 2020 |
| On automatic detection of central serous chorioretinopathy and central exudative chorioretinopathy in fundus images Y Wen, L Chen, L Qiao, Y Deng, S Dai, J Chen, C Zhou 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 8 | 2020 |
| Bridging structural MRI with cognitive function for individual level classification of early psychosis via deep learning Y Wen, C Zhou, L Chen, Y Deng, M Cleusix, R Jenni, P Conus, KQ Do, ... Frontiers in psychiatry 13, 1075564, 2023 | 7 | 2023 |
| An efficient weakly-supervised learning method for optic disc segmentation Y Wen, L Chen, L Qiao, C Zhou, S Xi, R Guo, Y Deng 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 7 | 2020 |
| Towards better semantic consistency of 2D medical image segmentation Y Wen, L Chen, Y Deng, J Ning, C Zhou Journal of Visual Communication and Image Representation 80, 103311, 2021 | 6 | 2021 |
| Let’s find fluorescein: Cross-modal dual attention learning for fluorescein leakage segmentation in fundus fluorescein angiography Y Wen, L Chen, L Qiao, Y Deng, H Chen, T Zhang, C Zhou 2021 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2021 | 6 | 2021 |
| An image understanding based model with ion current signals for predicting combustion information Y Deng, Z Gao, E Tomita, Y Wen Fuel 253, 1080-1089, 2019 | 6 | 2019 |
| FLeak-Seg: Automated fundus fluorescein leakage segmentation via cross-modal attention learning Y Wen, L Chen, L Qiao, Y Deng, H Chen, T Zhang, C Zhou IEEE MultiMedia 29 (2), 114-123, 2022 | 5 | 2022 |
| Non-local attention learning for medical image classification Y Wen, L Chen, H Chen, X Tang, Y Deng, Y Chen, C Zhou 2021 IEEE international conference on multimedia and expo (ICME), 1-6, 2021 | 5 | 2021 |
| On the deep learning-based age prediction of color fundus images and correlation with ophthalmic diseases Y Wen, L Chen, L Qiao, Y Deng, C Zhou 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 5 | 2020 |
| On the effective transfer learning strategy for medical image analysis in deep learning Y Wen, L Chen, C Zhou, Y Deng, H Zeng, S Xi, R Guo 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 4 | 2020 |
| ModusGraph: automated 3D and 4D mesh model reconstruction from cine CMR with improved accuracy and efficiency Y Deng, H Xu, S Rodrigo, SE Williams, MC Williams, SA Niederer, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
| Developing cardiac digital twins at scale: Insights from personalised myocardial conduction velocity S Qian, D Ugurlu, E Fairweather, M Strocchi, LD Toso, Y Deng, G Plank, ... medRxiv, 2023.12. 05.23299435, 2023 | 2 | 2023 |
| Adaptive Bi-ventricle Surface Reconstruction from Cardiovascular Imaging Y Deng, Y Xu, L Qian, A Nasopoulou, S Williams, M Williams, S Niederer, ... International Workshop on Shape in Medical Imaging, 112-122, 2024 | 1 | 2024 |
Yang WenUESTC / EPFL, Ph.D. Student in Computer ScienceEmail yang diverifikasi di epfl.ch
