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Yuan Xue
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Year
SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation
Y Xue, T Xu, H Zhang, LR Long, X Huang
Neuroinformatics 16, 383-392, 2018
4962018
Multimodal recurrent model with attention for automated radiology report generation
Y Xue, T Xu, L Rodney Long, Z Xue, S Antani, GR Thoma, X Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
1252018
Shape-aware organ segmentation by predicting signed distance maps
Y Xue, H Tang, Z Qiao, G Gong, Y Yin, Z Qian, C Huang, W Fan, X Huang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 12565 …, 2020
702020
Selective synthetic augmentation with HistoGAN for improved histopathology image classification
Y Xue, J Ye, Q Zhou, LR Long, S Antani, Z Xue, C Cornwell, R Zaino, ...
Medical image analysis 67, 101816, 2021
472021
Adversarial learning with multi-scale loss for skin lesion segmentation
Y Xue, T Xu, X Huang
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
442018
Synthetic augmentation and feature-based filtering for improved cervical histopathology image classification
Y Xue, Q Zhou, J Ye, LR Long, S Antani, C Cornwell, Z Xue, X Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
342019
Improved disease classification in chest x-rays with transferred features from report generation
Y Xue, X Huang
Information Processing in Medical Imaging: 26th International Conference …, 2019
242019
Evaluation of image segmentation techniques for image-based rock property estimation
P Purswani, ZT Karpyn, K Enab, Y Xue, X Huang
Journal of Petroleum Science and Engineering 195, 107890, 2020
182020
Distributed learning for multi-channel selection in wireless network monitoring
Y Xue, P Zhou, T Jiang, S Mao, X Huang
2016 13th Annual IEEE International Conference on Sensing, Communication …, 2016
122016
Synthetic sample selection via reinforcement learning
J Ye, Y Xue, LR Long, S Antani, Z Xue, KC Cheng, X Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
112020
Deep image synthesis from intuitive user input: A review and perspectives
Y Xue, YC Guo, H Zhang, T Xu, SH Zhang, X Huang
Computational Visual Media 8, 3-31, 2022
92022
Pure-exploration bandits for channel selection in mission-critical wireless communications
Y Xue, P Zhou, S Mao, D Wu, Y Zhou
IEEE Transactions on Vehicular Technology 67 (11), 10995-11007, 2018
82018
Accurate virus identification with interpretable Raman signatures by machine learning
J Ye, YT Yeh, Y Xue, Z Wang, N Zhang, H Liu, K Zhang, RA Ricker, Z Yu, ...
Proceedings of the National Academy of Sciences 119 (23), e2118836119, 2022
62022
Rapid biomarker screening of Alzheimer’s disease by interpretable machine learning and graphene-assisted Raman spectroscopy
Z Wang, J Ye, K Zhang, L Ding, T Granzier-Nakajima, JC Ranasinghe, ...
ACS nano 16 (4), 6426-6436, 2022
62022
Learning to select best forecast tasks for clinical outcome prediction
Y Xue, N Du, A Mottram, M Seneviratne, AM Dai
Advances in Neural Information Processing Systems 33, 15031-15041, 2020
62020
Deep state-space generative model for correlated time-to-event predictions
Y Xue, D Zhou, N Du, AM Dai, Z Xu, K Zhang, C Cui
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
52020
Semi-supervised cervical dysplasia classification with learnable graph convolutional network
Y Ou, Y Xue, Y Yuan, T Xu, V Pisztora, J Li, X Huang
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1720-1724, 2020
52020
3D-CNN-SPP: A patient risk prediction system from electronic health records via 3D CNN and spatial pyramid pooling
R Ju, P Zhou, S Wen, W Wei, Y Xue, X Huang, X Yang
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (2 …, 2020
42020
Coordinate translator for learning deformable medical image registration
Y Liu, L Zuo, S Han, Y Xue, JL Prince, A Carass
Multiscale Multimodal Medical Imaging: Third International Workshop, MMMI …, 2022
32022
Online training for body part segmentation in infant movement videos
Q Zhang, Y Xue, X Huang
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
32019
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