Xiaoxiao Li
Xiaoxiao Li
The University of British Columbia
Zweryfikowany adres z aya.yale.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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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
1442020
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
662020
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
432020
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
402018
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
372018
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
332019
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
X Li, M Jiang, X Zhang, M Kamp, Q Dou
ICLR 2021, 2021
312021
BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
X Li, Y Zhou, N Dvornek, M Zhang, S Gao, J Zhuang, D Scheinost, L Staib, ...
Medical Image Analysis, 102233, 2021
232021
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
172019
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
132019
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
122019
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
122019
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
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
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
82020
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
82019
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
72019
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization
S Chen, X Li, Z Song, D Zhuo
ICLR 2021, 2021
62021
Cross-modality segmentation by self-supervised semantic alignment in disentangled content space
J Yang, X Li, D Pak, NC Dvornek, J Chapiro, MD Lin, JS Duncan
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
62020
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
62019
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