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Jiale Cheng
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Path signature neural network of cortical features for prediction of infant cognitive scores
J Cheng, X Zhang, H Ni, C Li, X Xu, Z Wu, L Wang, W Lin, G Li
IEEE transactions on medical imaging 41 (7), 1665-1676, 2022
42022
Infant cognitive scores prediction with multi-stream attention-based temporal path signature features
X Zhang, J Cheng, H Ni, C Li, X Xu, Z Wu, L Wang, W Lin, D Shen, G Li
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
42020
Spherical transformer for quality assessment of pediatric cortical surfaces
J Cheng, X Zhang, F Zhao, Z Wu, Y Wang, Y Huang, W Lin, L Wang, G Li
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
32022
Weakly supervised cerebellar cortical surface parcellation with self-visual representation learning
Z Wu, J Cheng, F Zhao, Y Wang, Y Sun, D Zhu, T Liu, V Jewells, W Lin, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
Spherical transformer on cortical surfaces
J Cheng, X Zhang, F Zhao, Z Wu, X Yuan, JH Gilmore, L Wang, W Lin, ...
International Workshop on Machine Learning in Medical Imaging, 406-415, 2022
22022
Skeleton-Based Gesture Recognition With Learnable Paths and Signature Features
J Cheng, D Shi, C Li, Y Li, H Ni, L Jin, X Zhang
IEEE Transactions on Multimedia, 2023
12023
Longitudinal development of the cerebellum in human infants during the first 800 days
Y Wang, L Chen, Z Wu, T Li, Y Sun, J Cheng, H Zhu, W Lin, L Wang, ...
Cell reports 42 (4), 2023
12023
Temporal-Spatial Deformable Pose Network For Skeleton-Based Gesture Recognition
H Lin, J Cheng, Y Li, X Zhang
2021 IEEE International Conference on Image Processing (ICIP), 2324-2328, 2021
12021
Learning Infant Brain Developmental Connectivity for Cognitive Score Prediction
Y Li, J Cheng, X Zhang, R Fang, L Liao, X Ding, H Ni, X Xu, Z Wu, D Hu, ...
Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021
12021
Zneonatal Hypoxic Ischemic Encephalopathy Severity Grading Using Multimodal Swin Transformer
T Brochet, K Han, J Cheng, F Zhao, J Lapuyade-Lahorgue, S Ruan, YF Tu, ...
IEEE-ISBI, 2024
2024
Path-Based Heterogeneous Brain Transformer Network for Resting-State Functional Connectivity Analysis
R Fang, Y Li, X Zhang, S Chen, J Cheng, X Xu, J Wu, W Lin, L Wang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
Multi-task Joint Prediction of Infant Cortical Morphological and Cognitive Development
X Yuan, J Cheng, F Zhao, Z Wu, L Wang, W Lin, Y Zhang, G Li
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
Prediction of Infant Cognitive Development with Cortical Surface-Based Multimodal Learning
J Cheng, X Zhang, F Zhao, Z Wu, X Yuan, L Wang, W Lin, G Li
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
Deformable Spherical Transformer for Cerebellar Surface Parcellation
J Cheng, F Zhao, Z Wu, Y Wang, X Yuan, Y Sun, W Lin, L Wang, X Zhang, ...
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
2023
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