Improving wordspotting performance with limited training data. - Eric I-Chao Chang (1995)

Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering. - Yan Xu 001; Jun-Yan Zhu; Eric I-Chao Chang; Zhuowen Tu (CVPR, 2012)

Unsupervised object class discovery via saliency-guided multiple class learning. - Jun-Yan Zhu; Jiajun Wu 001; Yichen Wei; Eric I-Chao Chang; Zhuowen Tu (CVPR, 2012)

Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation. - Yan Xu 001; Jianwen Zhang; Eric I-Chao Chang; Maode Lai; Zhuowen Tu (MICCAI (3), 2012)

Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries. - Yan Xu 001; Kai Hong; Junichi Tsujii; Eric I-Chao Chang (J. Am. Medical Informatics Assoc., 2012)

A classification approach to coreference in discharge summaries: 2011 i2b2 challenge. - Yan Xu 001; Jiahua Liu; Jiajun Wu 001; Yue Wang 035; Zhuowen Tu; Jian-Tao Sun; Junichi Tsujii; Eric I-Chao Chang (J. Am. Medical Informatics Assoc., 2012)

Named entity recognition of follow-up and time information in 20 000 radiology reports. - Yan Xu 001; Junichi Tsujii; Eric I-Chao Chang (J. Am. Medical Informatics Assoc., 2012)

An end-to-end system to identify temporal relation in discharge summaries: 2012 i2b2 challenge. - Yan Xu 001; Yining Wang; Tianren Liu; Junichi Tsujii; Eric I-Chao Chang (J. Am. Medical Informatics Assoc., 2013)

Deep learning of feature representation with multiple instance learning for medical image analysis. - Yan Xu 001; Tao Mo; Qiwei Feng; Peilin Zhong; Maode Lai; Eric I-Chao Chang (ICASSP, 2014)

Weakly supervised histopathology cancer image segmentation and classification. - Yan Xu 001; Jun-Yan Zhu; Eric I-Chao Chang; Maode Lai; Zhuowen Tu (Medical Image Anal., 2014)

Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation. - Yan Xu 001; Zhipeng Jia; Yuqing Ai; Fang Zhang; Maode Lai; Eric I-Chao Chang (ICASSP, 2015)

Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary. - Yan Xu 001; Luoxin Chen; Junsheng Wei; Sophia Ananiadou; Yubo Fan; Yi Qian; Eric I-Chao Chang; Jun'ichi Tsujii (BMC Bioinform., 2015)

A two-layer structure prediction framework for microscopy cell detection. - Yan Xu 001; Weiying Wu; Eric I-Chao Chang; Danny Ziyi Chen; Jian Mu; Peter P. Lee; Kim R. M. Blenman; Zhuowen Tu (Comput. Medical Imaging Graph., 2015)

Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning. - Jun-Yan Zhu; Jiajun Wu 001; Yan Xu 001; Eric I-Chao Chang; Zhuowen Tu (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Gland Instance Segmentation by Deep Multichannel Side Supervision. - Yan Xu 001; Yang Li 075; Mingyuan Liu 002; Yipei Wang; Maode Lai; Eric I-Chao Chang (MICCAI (2), 2016)

Gland Instance Segmentation by Deep Multichannel Neural Networks. - Yan Xu 001; Yang Li 075; Mingyuan Liu 002; Yipei Wang; Yubo Fan; Maode Lai; Eric I-Chao Chang (CoRR, 2016)

End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance. - Yan Xu 001; Siyuan Shan; Ziming Qiu; Zhipeng Jia; Zhengyang Shen; Yipei Wang; Mengfei Shi; Eric I-Chao Chang (CoRR, 2016)

Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features. - Yan Xu 001; Zhipeng Jia; Liang-Bo Wang; Yuqing Ai; Fang Zhang; Maode Lai; Eric I-Chao Chang (BMC Bioinform., 2017)

Parallel multiple instance learning for extremely large histopathology image analysis. - Yan Xu 001; Yeshu Li; Zhengyang Shen; Ziwei Wu; Teng Gao; Yubo Fan; Maode Lai; Eric I-Chao Chang (BMC Bioinform., 2017)

Unsupervised End-to-end Learning for Deformable Medical Image Registration. - Siyuan Shan; Xiaoqing Guo; Wen Yan; Eric I-Chao Chang; Yubo Fan; Yan Xu 001 (CoRR, 2017)

Learning multi-level features for sensor-based human action recognition. - Yan Xu 001; Zhengyang Shen; Xin Zhang; Yifan Gao 001; Shujian Deng; Yipei Wang; Yubo Fan; Eric I-Chao Chang (Pervasive Mob. Comput., 2017)

Gland Instance Segmentation Using Deep Multichannel Neural Networks. - Yan Xu 001; Yang Li 075; Yipei Wang; Mingyuan Liu 002; Yubo Fan; Maode Lai; Eric I-Chao Chang (IEEE Trans. Biomed. Eng., 2017)

Constrained Deep Weak Supervision for Histopathology Image Segmentation. - Zhipeng Jia; Xingyi Huang; Eric I-Chao Chang; Yan Xu 001 (IEEE Trans. Medical Imaging, 2017)

Sleep stage classification based on multi-level feature learning and recurrent neural networks via wearable device. - Xin Zhang; Weixuan Kou; Eric I-Chao Chang; He Gao; Yubo Fan; Yan Xu 001 (Comput. Biol. Medicine, 2018)

MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation. - Qianye Yang; Nannan Li; Zixu Zhao; Xingyu Fan; Eric I-Chao Chang; Yan Xu 001 (CoRR, 2018)

Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge. - Mitko Veta; Yujing J. Heng; Nikolas Stathonikos; Babak Ehteshami Bejnordi; Francisco Beca; Thomas Wollmann; Karl Rohr; Manan A. Shah; Dayong Wang; Mikaël Rousson; Martin Hedlund; David Tellez; et al. (CoRR, 2018)

End-to-end subtitle detection and recognition for videos in East Asian languages via CNN ensemble. - Yan Xu 001; Siyuan Shan; Ziming Qiu; Zhipeng Jia; Zhengyang Shen; Yipei Wang; Mengfei Shi; Eric I-Chao Chang (Signal Process. Image Commun., 2018)

Recursive Cascaded Networks for Unsupervised Medical Image Registration. - Shengyu Zhao; Yue Dong; Eric I-Chao Chang; Yan Xu 001 (ICCV, 2019)

Wound area measurement with 3D transformation and smartphone images. - Chunhui Liu; Xingyu Fan; Zhizhi Guo; Zhongjun Mo; Eric I-Chao Chang; Yan Xu 001 (BMC Bioinform., 2019)

Mapping anatomical related entities to human body parts based on wikipedia in discharge summaries. - Yipei Wang; Xingyu Fan; Luoxin Chen; Eric I-Chao Chang; Sophia Ananiadou; Junichi Tsujii; Yan Xu 001 (BMC Bioinform., 2019)

Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks. - Bo Hu; Ye Tang; Eric I-Chao Chang; Yubo Fan; Maode Lai; Yan Xu 001 (IEEE J. Biomed. Health Informatics, 2019)

MaskFlownet: Asymmetric Feature Matching With Learnable Occlusion Mask. - Shengyu Zhao; Yilun Sheng; Yue Dong; Eric I-Chao Chang; Yan Xu 001 (CVPR, 2020)

Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention. - Mengran Fan; Tapabrata Chakraborti; Eric I-Chao Chang; Yan Xu 001; Jens Rittscher (ISBI, 2020)

Microscopic Fine-Grained Instance Classification Through Deep Attention. - Mengran Fan; Tapabrata Chakraborti; Eric I-Chao Chang; Yan Xu 001; Jens Rittscher (MICCAI (5), 2020)

Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network. - Shengyu Zhao; Ting Fung Lau; Ji Luo 002; Eric I-Chao Chang; Yan Xu 001 (IEEE J. Biomed. Health Informatics, 2020)

ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. - Jirí Borovec; Jan Kybic; Ignacio Arganda-Carreras; Dmitry V. Sorokin; Gloria Bueno; Alexander V. Khvostikov; Spyridon Bakas; Eric I-Chao Chang; Stefan Heldmann; Kimmo Kartasalo; Leena Latonen; Johannes Lotz 002; et al. (IEEE Trans. Medical Imaging, 2020)

Large Scale Image Completion via Co-Modulated Generative Adversarial Networks. - Shengyu Zhao; Jonathan Cui; Yilun Sheng; Yue Dong; Xiao Liang; Eric I-Chao Chang; Yan Xu 001 (ICLR, 2021)

Whole brain segmentation with full volume neural network. - Yeshu Li; Jonathan Cui; Yilun Sheng; Xiao Liang; Jingdong Wang 001; Eric I-Chao Chang; Yan Xu 001 (Comput. Medical Imaging Graph., 2021)

Transformer Based Multiple Instance Learning for Weakly Supervised Histopathology Image Segmentation. - Ziniu Qian; Kailu Li; Maode Lai; Eric I-Chao Chang; Bingzheng Wei; Yubo Fan; Yan Xu 001 (MICCAI (2), 2022)

3D Segmentation Guided Style-Based Generative Adversarial Networks for PET Synthesis. - Yang Zhou 036; Zhiwen Yang 001; Hui Zhang; Eric I-Chao Chang; Yubo Fan; Yan Xu 001 (IEEE Trans. Medical Imaging, 2022)

EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images. - Seongsu Bae; Daeun Kyung; Jaehee Ryu; Eunbyeol Cho; Gyubok Lee; Sunjun Kweon; Jungwoo Oh; Lei Ji 001; Eric I-Chao Chang; Tackeun Kim; Edward Choi (NeurIPS, 2023)

Weakly supervised histopathology image segmentation with self-attention. - Kailu Li; Ziniu Qian; Yingnan Han; Eric I-Chao Chang; Bingzheng Wei; Maode Lai; Jing Liao 001; Yubo Fan; Yan Xu 001 (Medical Image Anal., 2023)

Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning. - Sicong Shen; Yang Zhou 036; Bingzheng Wei; Eric I-Chao Chang; Yan Xu 001 (CVPR, 2024)

Exploring Diffusion Time-steps for Unsupervised Representation Learning. - Zhongqi Yue; Jiankun Wang 010; Qianru Sun; Lei Ji 001; Eric I-Chao Chang; Hanwang Zhang (ICLR, 2024)