Eric I-Chao Chang

发表

Unsupervised object class discovery via saliency-guided multiple class learning

Zhuowen Tu, Jiajun Wu, Jun-Yan Zhu, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Weakly supervised histopathology cancer image segmentation and classification

Zhuowen Tu, Jun-Yan Zhu, Yan Xu, 2014, Medical Image Anal..

Microscopic Fine-Grained Instance Classification Through Deep Attention pdf

Yan Xu, Jens Rittscher, Eric I-Chao Chang, 2020, MICCAI.

Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks

Bo Hu, Ye Tang, Yubo Fan, 2017, IEEE Journal of Biomedical and Health Informatics.

Gland Instance Segmentation by Deep Multichannel Neural Networks pdf

Yang Li, Yan Xu, Eric I-Chao Chang, 2016, ArXiv.

MRI Cross-Modality Image-to-Image Translation

Nannan Li, Eric I-Chao Chang, Qianye Yang, 2020, Scientific Reports.

Predicting breast tumor proliferation from whole‐slide images: The TUPAC16 challenge

Karl Rohr, Matheus Palhares Viana, Mitko Veta, 2018, Medical Image Anal..

Named entity recognition of follow-up and time information in 20 000 radiology reports

Jun'ichi Tsujii, Yan Xu, Eric I-Chao Chang, 2012, J. Am. Medical Informatics Assoc..

Mapping anatomical related entities to human body parts based on wikipedia in discharge summaries

Sophia Ananiadou, Yan Xu, Eric I-Chao Chang, 2019, BMC Bioinformatics.

MaskFlownet: Asymmetric Feature Matching With Learnable Occlusion Mask

Yan Xu, Shengyu Zhao, Eric I-Chao Chang, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

End-to-end subtitle detection and recognition for videos in East Asian languages via CNN ensemble

Zhipeng Jia, Yan Xu, Eric I-Chao Chang, 2016, Signal Process. Image Commun..

Learning multi-level features for sensor-based human action recognition pdf

Xin Zhang, Yan Xu, Yifan Gao, 2016, Pervasive Mob. Comput..

Deep learning of feature representation with multiple instance learning for medical image analysis

Yan Xu, Eric I-Chao Chang, Peilin Zhong, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Gland Instance Segmentation Using Deep Multichannel Neural Networks

Yang Li, Yan Xu, Eric I-Chao Chang, 2016, IEEE Transactions on Biomedical Engineering.

Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device

Xin Zhang, Yan Xu, Eric I-Chao Chang, 2017, Comput. Biol. Medicine.

Gland Instance Segmentation by Deep Multichannel Side Supervision

Yang Li, Yan Xu, Eric I-Chao Chang, 2016, MICCAI.

Computerized Medical Imaging and Graphics a Two-layer Structure Prediction Framework for Microscopy Cell Detection

Zhuowen Tu, Yan Xu, Danny Ziyi Chen, 2022 .

Wound area measurement with 3D transformation and smartphone images

Eric I-Chao Chang, Zhizhi Guo, Xingyu Fan, 2019, BMC Bioinformatics.

Improving wordspotting performance with limited training data

Eric I-Chao Chang, 1995 .

3D-SIFT-Flow for atlas-based CT liver image segmentation.

Weimin Huang, Yubo Fan, Eric I-Chao Chang, 2016, Medical physics.

Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network

Ji Luo, Yan Xu, Shengyu Zhao, 2019, IEEE Journal of Biomedical and Health Informatics.

A classification approach to coreference in discharge summaries: 2011 i2b2 challenge

Yue Wang, Zhuowen Tu, Jun'ichi Tsujii, 2012, J. Am. Medical Informatics Assoc..

Multi‐label classification for colon cancer using histopathological images

Eric I-Chao Chang, Maode Lai, Yan Xu, 2013, Microscopy research and technique.

MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation pdf

Nannan Li, Yan Xu, Qianye Yang, 2018, ArXiv.

Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation

Fang Zhang, Zhipeng Jia, Yan Xu, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary

Sophia Ananiadou, Jun'ichi Tsujii, Yi Qian, 2015, BMC Bioinformatics.

Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering

Zhuowen Tu, Yan Xu, Jun-Yan Zhu, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Unsupervised End-to-end Learning for Deformable Medical Image Registration pdf

Wen Yan, Yan Xu, Eric I-Chao Chang, 2017, ArXiv.

Recursive Cascaded Networks for Unsupervised Medical Image Registration

Yue Dong, Yan Xu, Shengyu Zhao, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

ANHIR: Automatic Non-Rigid Histological Image Registration Challenge

Spyridon Bakas, Pekka Ruusuvuori, Stefan Heldmann, 2020, IEEE Transactions on Medical Imaging.

Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries

Jun'ichi Tsujii, Kai Hong, Yan Xu, 2012, J. Am. Medical Informatics Assoc..

An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge

Jun'ichi Tsujii, Yining Wang, Tianren Liu, 2013, J. Am. Medical Informatics Assoc..

Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation

Zhuowen Tu, Jianwen Zhang, Yan Xu, 2012, MICCAI.

MRI Cross-Modality NeuroImage-to-NeuroImage Translation

Nannan Li, Yan Xu, Qianye Yang, 2018, 1801.06940.

Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

Zhipeng Jia, Yan Xu, Eric I-Chao Chang, 2017, BMC Bioinformatics.

Constrained Deep Weak Supervision for Histopathology Image Segmentation

Zhipeng Jia, Yan Xu, Eric I-Chao Chang, 2017, IEEE Transactions on Medical Imaging.

Parallel multiple instance learning for extremely large histopathology image analysis

Yan Xu, Ziwei Wu, Eric I-Chao Chang, 2017, BMC Bioinformatics.

Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention

Jens Rittscher, Yan Xu, Eric I-Chao Chang, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Large Scale Image Completion via Co-Modulated Generative Adversarial Networks pdf

Eric I-Chao Chang, Yan Xu, Shengyu Zhao, 2021, ICLR 2021 Spotlight.

Whole Brain Segmentation with Full Volume Neural Network

Eric I-Chao Chang, Xiao Liang, Jingdong Wang, 2021, Comput. Medical Imaging Graph..

Interrater agreement between American and Chinese sleep centers according to the 2014 AASM standard

Ying Zhang, Eric I-Chao Chang, Yubo Fan, 2019, Sleep and Breathing.

Anatomical Entity Recognition with a Hierarchical Framework Augmented by External Resources

Sophia Ananiadou, Eric I-Chao Chang, Zhaoheng Ni, 2014, PloS one.