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Jiawen Yao
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Publications
- 2022
- [c26]Chunyuan Li, Xinliang Zhu, Jiawen Yao, Junzhou Huang:
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics. ICPR 2022: 4256-4262 - [i8]Chunyuan Li, Xinliang Zhu, Jiawen Yao, Junzhou Huang:
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics. CoRR abs/2211.16632 (2022) - 2020
- [j5]Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas J. Hawkins, Junzhou Huang:
Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks. Medical Image Anal. 65: 101789 (2020) - [c19]Ashwin Raju, Jiawen Yao, Mohammad MinHazul Haq, Jitendra Jonnagaddala, Junzhou Huang:
Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging. MICCAI (5) 2020: 529-539 - [i5]Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas J. Hawkins, Junzhou Huang:
Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks. CoRR abs/2009.11169 (2020) - 2019
- [c16]Jiawen Yao, Jinzheng Cai, Dong Yang, Daguang Xu, Junzhou Huang:
Integrating 3D Geometry of Organ for Improving Medical Image Segmentation. MICCAI (5) 2019: 318-326 - [c15]Jiawen Yao, Xinliang Zhu, Junzhou Huang:
Deep Multi-instance Learning for Survival Prediction from Whole Slide Images. MICCAI (1) 2019: 496-504 - 2018
- [j4]Zhibin Zhu, Jiawen Yao, Zheng Xu, Junzhou Huang, Benxin Zhang:
A simple primal-dual algorithm for nuclear norm and total variation regularization. Neurocomputing 289: 1-12 (2018) - [j3]Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang:
An efficient algorithm for dynamic MRI using low-rank and total variation regularizations. Medical Image Anal. 44: 14-27 (2018) - [c14]Chaochao Yan, Jiawen Yao, Ruoyu Li, Zheng Xu, Junzhou Huang:
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays. BCB 2018: 103-110 - [c13]Feiyun Zhu, Peng Liao, Xinliang Zhu, Jiawen Yao, Junzhou Huang:
Cohesion-driven Online Actor-Critic Reinforcement Learning for mHealth Intervention. BCB 2018: 482-491 - [c12]Feiyun Zhu, Xinliang Zhu, Sheng Wang, Jiawen Yao, Zhichun Xiao, Junzhou Huang:
Robust Contextual Bandit via the Capped- ℓ _2 ℓ 2 Norm for Mobile Health Intervention. MLMI@MICCAI 2018: 10-18 - [c11]Ruoyu Li, Jiawen Yao, Xinliang Zhu, Yeqing Li, Junzhou Huang:
Graph CNN for Survival Analysis on Whole Slide Pathological Images. MICCAI (2) 2018: 174-182 - [i2]Chaochao Yan, Jiawen Yao, Ruoyu Li, Zheng Xu, Junzhou Huang:
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays. CoRR abs/1807.06067 (2018) - 2017
- [c10]Xinliang Zhu, Jiawen Yao, Feiyun Zhu, Junzhou Huang:
WSISA: Making Survival Prediction from Whole Slide Histopathological Images. CVPR 2017: 6855-6863 - [c9]Jiawen Yao, Xinliang Zhu, Feiyun Zhu, Junzhou Huang:
Deep Correlational Learning for Survival Prediction from Multi-modality Data. MICCAI (2) 2017: 406-414 - [i1]Feiyun Zhu, Xinliang Zhu, Sheng Wang, Jiawen Yao, Junzhou Huang:
Robust Contextual Bandit via the Capped-$\ell_{2}$ norm. CoRR abs/1708.05446 (2017) - 2016
- [c8]Xinliang Zhu, Jiawen Yao, Guanghua Xiao, Yang Xie, Jaime Rodriguez-Canales, Edwin R. Parra, Carmen Behrens, Ignacio I. Wistuba, Junzhou Huang:
Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model. BIBM 2016: 455-459 - [c7]Xinliang Zhu, Jiawen Yao, Junzhou Huang:
Deep convolutional neural network for survival analysis with pathological images. BIBM 2016: 544-547 - [c6]Xinliang Zhu, Jiawen Yao, Xin Luo, Guanghua Xiao, Yang Xie, Adi F. Gazdar, Junzhou Huang:
Lung cancer survival prediction from pathological images and genetic data - An integration study. ISBI 2016: 1173-1176 - [c5]Sheng Wang, Jiawen Yao, Zheng Xu, Junzhou Huang:
Subtype Cell Detection with an Accelerated Deep Convolution Neural Network. MICCAI (2) 2016: 640-648 - [c4]Jiawen Yao, Sheng Wang, Xinliang Zhu, Junzhou Huang:
Imaging Biomarker Discovery for Lung Cancer Survival Prediction. MICCAI (2) 2016: 649-657 - 2015
- [c3]Jiawen Yao, Dheeraj Ganti, Xin Luo, Guanghua Xiao, Yang Xie, Shirley Yan, Junzhou Huang:
Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features. MLMI 2015: 288-295 - [c2]Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang:
Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization. MICCAI (2) 2015: 635-642
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