| Refuge challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs JI Orlando, H Fu, JB Breda, K van Keer, DR Bathula, A Diaz-Pinto, R Fang, ... Medical image analysis 59, 101570, 2020 | 222 | 2020 |
| Fedbn: Federated learning on non-iid features via local batch normalization X Li, M Jiang, X Zhang, M Kamp, Q Dou ICLR 2021, 2021 | 142 | 2021 |
| Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results X Li, Y Gu, N Dvornek, LH Staib, P Ventola, JS Duncan Medical Image Analysis 65, 101765, 2020 | 132 | 2020 |
| Braingnn: Interpretable brain graph neural network for fmri analysis X Li, Y Zhou, N Dvornek, M Zhang, S Gao, J Zhuang, D Scheinost, ... Medical Image Analysis 74, 102233, 2021 | 78 | 2021 |
| Adaptive checkpoint adjoint method for gradient estimation in neural ode J Zhuang, N Dvornek, X Li, S Tatikonda, X Papademetris, J Duncan International Conference on Machine Learning, 11639-11649, 2020 | 64 | 2020 |
| 2-channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning X Li, NC Dvornek, X Papademetris, J Zhuang, LH Staib, P Ventola, ... 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 54 | 2018 |
| Graph neural network for interpreting task-fmri biomarkers X Li, NC Dvornek, Y Zhou, J Zhuang, P Ventola, JS Duncan International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 50 | 2019 |
| Brain biomarker interpretation in ASD using deep learning and fMRI X Li, NC Dvornek, J Zhuang, P Ventola, JS Duncan International conference on medical image computing and computer-assisted …, 2018 | 46 | 2018 |
| Interpretable multimodality embedding of cerebral cortex using attention graph network for identifying bipolar disorder H Yang, X Li, Y Wu, S Li, S Lu, JS Duncan, JC Gee, S Gu International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 26 | 2019 |
| Lesion attributes segmentation for melanoma detection with multi-task u-net EZ Chen, X Dong, X Li, H Jiang, R Rong, J Wu 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 25 | 2019 |
| Pooling regularized graph neural network for fmri biomarker analysis X Li, Y Zhou, NC Dvornek, M Zhang, J Zhuang, P Ventola, JS Duncan International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 20 | 2020 |
| Jointly discriminative and generative recurrent neural networks for learning from fMRI NC Dvornek, X Li, J Zhuang, JS Duncan International Workshop on Machine Learning in Medical Imaging, 382-390, 2019 | 20 | 2019 |
| Subgraph federated learning with missing neighbor generation K Zhang, C Yang, X Li, L Sun, SM Yiu Advances in Neural Information Processing Systems 34, 6671-6682, 2021 | 17 | 2021 |
| Fl-ntk: A neural tangent kernel-based framework for federated learning analysis B Huang, X Li, Z Song, X Yang International Conference on Machine Learning, 4423-4434, 2021 | 16* | 2021 |
| Efficient interpretation of deep learning models using graph structure and cooperative game theory: application to asd biomarker discovery X Li, NC Dvornek, Y Zhou, J Zhuang, P Ventola, JS Duncan International Conference on Information Processing in Medical Imaging, 718-730, 2019 | 14 | 2019 |
| Invertible network for classification and biomarker selection for ASD J Zhuang, NC Dvornek, X Li, P Ventola, JS Duncan International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 13 | 2019 |
| From deep learning towards finding skin lesion biomarkers X Li, J Wu, EZ Chen, H Jiang 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 10 | 2019 |
| Prediction of pivotal response treatment outcome with task fMRI using random forest and variable selection J Zhuang, NC Dvornek, X Li, D Yang, P Ventola, JS Duncan 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 97-100, 2018 | 10 | 2018 |
| Estimating and improving fairness with adversarial learning X Li, Z Cui, Y Wu, L Gu, T Harada arXiv preprint arXiv:2103.04243, 2021 | 8 | 2021 |
| On instahide, phase retrieval, and sparse matrix factorization S Chen, X Li, Z Song, D Zhuo arXiv preprint arXiv:2011.11181, 2020 | 8 | 2020 |
James S. DuncanProfessor of Biomedical Engineering, Radiology, Electrical Engineering, Yale UniversityZweryfikowany adres z yale.edu
