Lin Yang

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 37

Top Topics

Medical Image Segmentation

Image Segmentation

Active Learning Framework

Microscopy Images

Top Venues

Publications

Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
Hierarchical Self-supervised Learning for Medical Image Segmentation Based on Multi-domain Data Aggregation. MICCAI (1) (2021)
Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation. CoRR (2021)
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. BIBM (2020)
Hao Zheng, Yizhe Zhang, Lin Yang, Chaoli Wang, Danny Z. Chen
An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training. AAAI (2020)
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. CoRR (2020)
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. CoRR (2019)
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
Cascade Decoder: A Universal Decoding Method For Biomedical Image Segmentation. ISBI (2019)
Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
Biomedical Image Segmentation via Representative Annotation. AAAI (2019)
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. MIDL (2019)
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation. CoRR (2019)
Hao Zheng, Lin Yang, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion. MICCAI (2) (2019)
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation. AAAI (2019)
Lin Yang, Yizhe Zhang, Zhuo Zhao, Hao Zheng, Peixian Liang, Michael T. C. Ying, Anil T. Ahuja, Danny Z. Chen
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation. CoRR (2018)
Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CoRR (2018)
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation. CoRR (2018)
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
A new registration approach for dynamic analysis of calcium signals in organs. ISBI (2018)
Zhuo Zhao, Lin Yang, Hao Zheng, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. MICCAI (4) (2018)
Zhuo Zhao, Lin Yang, Hao Zheng, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. CoRR (2018)
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs. CoRR (2018)
Xiaowei Xu, Qing Lu, Lin Yang, Xiaobo Sharon Hu, Danny Z. Chen, Yu Hu, Yiyu Shi
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CVPR (2018)
Indranil Palit, Lin Yang, Yue Ma, Danny Z. Chen, Michael T. Niemier, Jinjun Xiong, Xiaobo Sharon Hu
Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth. CBMS (2018)
Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen
Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images. MICCAI (3) (2017)
Chenchen Li, Xiaowei Li, Hongji Cao, He Jiang, Xiaotie Deng, Danny Z. Chen, Lin Yang, Zhifeng Shao
Fast Background Removal Method for 3D Multi-channel Deep Tissue Fluorescence Imaging. MICCAI (2) (2017)
Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. CoRR (2017)
Baoxu Shi, Lin Yang, Tim Weninger
Forward backward similarity search in knowledge networks. Knowl. Based Syst. 119 (2017)
Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. MICCAI (3) (2017)
Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen
3D Segmentation of Glial Cells Using Fully Convolutional Networks and k-Terminal Cut. MICCAI (2) (2016)
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Ziyi Chen
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. NIPS (2016)
Yizhe Zhang, Michael T. C. Ying, Lin Yang, Anil T. Ahuja, Danny Z. Chen
Coarse-to-Fine Stacked Fully Convolutional Nets for lymph node segmentation in ultrasound images. BIBM (2016)
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Z. Chen
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. CoRR (2016)
Baoxu Shi, Lin Yang, Tim Weninger
Forward Backward Similarity Search in Knowledge Networks. CoRR (2016)
Jianxu Chen, Yiqing Cai, Chen Wei, Lin Yang, Mark S. Alber, Danny Ziyi Chen
Segmentation and tracking of Pseudomonas aeruginosa for cell dynamics analysis in time-lapse images. ISBI (2016)
Yizhe Zhang, Lin Yang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen
A seeding-searching-ensemble method for gland segmentation in H&E-stained images. BMC Medical Informatics Decis. Mak. 16 (S-2) (2016)
Danny Z. Chen, David Craft, Lin Yang
A circular matrix-merging algorithm with application in Volumetric Intensity-Modulated Arc Therapy. Theor. Comput. Sci. 607 (2015)
Jian Mu, Lin Yang, Malgorzata M. Kamocka, Amy L. Zollman, Nadia Carlesso, Danny Z. Chen
Segmentation of vascular structures and hematopoietic cells in 3D microscopy images and quantitative analysis. Medical Imaging: Image Processing (2015)
Yizhe Zhang, Lin Yang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen
A seeding-searching-ensemble method for gland segmentation and detection. BIBM (2015)
Lin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen
Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class Learning. MICCAI (3) (2015)
Danny Z. Chen, David Craft, Lin Yang
A Circular Matrix-Merging Algorithm with Application in VMAT Radiation Therapy. FAW (2014)