Yuan Xue
Yuan Xue
Assistant Professor, Ohio State University
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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
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
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
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
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
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
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
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
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
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
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
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
Coordinate translator for learning deformable medical image registration
Y Liu, L Zuo, S Han, Y Xue, JL Prince, A Carass
International Workshop on Multiscale Multimodal Medical Imaging, 98-109, 2022
Large language models can learn rules
Z Zhu, Y Xue, X Chen, D Zhou, J Tang, D Schuurmans, H Dai
arXiv preprint arXiv:2310.07064, 2023
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
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
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
Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment
H Ni, Y Xue, L Ma, Q Zhang, X Li, SX Huang
Medical Image Analysis 83, 102654, 2023
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
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
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