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Xiaoxiao Li
Tytuł
Cytowane przez
Cytowane przez
Rok
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
2222020
Fedbn: Federated learning on non-iid features via local batch normalization
X Li, M Jiang, X Zhang, M Kamp, Q Dou
ICLR 2021, 2021
1422021
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
1322020
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
782021
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
642020
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
542018
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
502019
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
462018
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
262019
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
252019
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
202020
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
202019
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
172021
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
142019
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
132019
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
102019
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
102018
Estimating and improving fairness with adversarial learning
X Li, Z Cui, Y Wu, L Gu, T Harada
arXiv preprint arXiv:2103.04243, 2021
82021
On instahide, phase retrieval, and sparse matrix factorization
S Chen, X Li, Z Song, D Zhuo
arXiv preprint arXiv:2011.11181, 2020
82020
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