Xiaoxiao Li
Xiaoxiao Li
Princeton University
Verified email at aya.yale.edu - Homepage
Title
Cited by
Cited by
Year
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
922020
Multi-site fmri analysis using privacy-preserving federated learning and domain adaptation: Abide results
X Li, Y Gu, N Dvornek, L Staib, P Ventola, JS Duncan
Medical Image Analysis 65 (1361-8415), 101765, 2020
342020
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
282018
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
252018
Graph Neural Network for Interpreting Task-fMRI Biomarkers
X Li, NC Dvornek, Y Zhou, J Zhuang, P Ventola, JS Duncan
Medical Image Computing and Computer-Assisted Intervention, 2019
172019
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, 2020
132020
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
112019
What evidence does deep learning model use to classify Skin Lesions?
X Li, J Wu, EZ Chen, H Jiang
41st Annual International Conference of the IEEE Engineering in Medicine and …, 2019
82019
Interpretable Multimodality Embedding Of Cerebral Cortex Using Attention Graph Network For Identifying Bipolar Disorder
H Yang*, X Li*, YW Wu, S Li, S Lu, JS Duncan, JC Gee, S Gu
Medical Image Computing and Computer-Assisted Intervention, 2019
72019
Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-Net
EZ Chen, X Dong, J Wu, H Jiang, X Li, R Rong
International Symposium on Biomedical Imaging (ISBI), 2019
72019
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
Information Processing in Medical Imaging (IPMI), 2019, 2019
72019
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
62018
BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
X Li, J Duncan
bioRxiv https://doi.org/10.1101/2020.05.16.100057, 2020
52020
Invertible Network for Classification and Biomarker Selection for ASD
J Zhuang, NC Dvornek, X Li, P Ventola, JS Duncan
Medical Image Computing and Computer-Assisted Intervention, 2019
52019
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
X Li, M Jiang, X Zhang, M Kamp, Q Dou
ICLR 2021, 2021
42021
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
42019
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization
S Chen, X Li, Z Song, D Zhuo
ICLR 2021, 2020
32020
Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis
X Li, Y Zhou, N Dvornek, M Zhang, J Zhuang, P Ventola, J Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection
X Li, NC Dvornek, J Zhuang, P Ventola, JS Duncan
SPIE Medical Imaging, 1908.04769, 2019
32019
Prediction of Severity and Treatment Outcome for ASD from fMRI
J Zhuang, NC Dvornek, X Li, P Ventola, JS Duncan
International Workshop on PRedictive Intelligence In MEdicine, 9-17, 2018
32018
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Articles 1–20