Peixian Liang

39 papers A* 2B 1Journal 24Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cell Instance Segmentation: The Devil Is in the Boundaries.
IEEE Trans. Medical Imaging
Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael T. Niemier, X. Sharon Hu, Danny Z. Chen
2026 J jnl
Efficient Approximation of Earth Mover's Distance Based on Nearest Neighbor Search.
IEEE Trans. Multim.
Guangyu Meng, Ruyu Zhou, Liu Liu, Peixian Liang, Fang Liu, Danny Z. Chen, Michael T. Niemier, Xiaobo Sharon Hu
2026 J jnl
Melan-Dx: a knowledge-enhanced vision-language framework improves differential diagnosis of melanocytic neoplasm pathology.
npj Digit. Medicine
Jialu Yao, Songhao Li, Peixian Liang, Xiaowei Xu, David Elder, Zhi Huang
2026 J jnl
TopoCL: Topological Contrastive Learning for Medical Imaging.
CoRR
Guangyu Meng, Pengfei Gu, Peixian Liang, John P. Lalor, Erin Wolf Chambers, Danny Z. Chen
2026 J jnl
VISTA-PATH: An interactive foundation model for pathology image segmentation and quantitative analysis in computational pathology.
CoRR
Peixian Liang, Songhao Li, Shunsuke Koga, Yutong Li, Zahra Alipour, Yucheng Tang, Daguang Xu, Zhi Huang
2025 J jnl
Cell Instance Segmentation: The Devil Is in the Boundaries.
CoRR
Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael T. Niemier, X. Sharon Hu, Danny Z. Chen
2025 — conf
SegCSR: Weakly-Supervised Cortical Surfaces Reconstruction from Brain Ribbon Segmentations.
ISBI
Hao Zheng, Xiaoyang Chen, Hongming Li, Tingting Chen, Peixian Liang, Yong Fan
2024 J jnl
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search.
CoRR
Guangyu Meng, Ruyu Zhou, Liu Liu, Peixian Liang, Fang Liu, Danny Chen, Michael T. Niemier, X. Sharon Hu
2024 — conf
Enhancing Whole Slide Image Classification with Discriminative and Contrastive Learning.
MICCAI (4)
Peixian Liang, Hao Zheng, Hongming Li, Yuxin Gong, Spyridon Bakas, Yong Fan
2024 J jnl
SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification.
CoRR
Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen
2024 — conf
Shmc-Net: A Mask-Guided Feature Fusion Network for Sperm Head Morphology Classification.
ISBI
Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen
2023 — conf
A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning.
ISBI
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
2023 J jnl
A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction.
Multim. Tools Appl.
Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen
2023 — conf
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen
2023 J jnl
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model.
CoRR
Yizhe Zhang, Tao Zhou, Peixian Liang, Danny Z. Chen
2022 J jnl
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning.
CoRR
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
2022 J jnl
Global Filter of Fusing Near-Infrared and Visible Images in Frequency Domain for Defogging.
IEEE Signal Process. Lett.
Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen
2022 J jnl
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation.
CoRR
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
2022 J jnl
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation.
IEEE Trans. Medical Imaging
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
2022 J jnl
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation.
Medical Image Anal.
Yaopeng Peng, Hao Zheng, Peixian Liang, Lichun Zhang, Fahim A. Zaman, Xiaodong Wu, Milan Sonka, Danny Z. Chen
2022 — conf
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models.
MICCAI (5)
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen
2022 J jnl
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models.
CoRR
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen
2020 J jnl
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts.
IEEE Trans. Medical Imaging
Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen
2020 B conf
InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking.
CBMS
Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
2019 A* conf
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation.
AAAI
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2019 A* conf
Biomedical Image Segmentation via Representative Annotation.
AAAI
Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2019 — conf
CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation.
ISBI
Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu
2019 J jnl
CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation.
CoRR
Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu
2019 — conf
Cascade Decoder: A Universal Decoding Method For Biomedical Image Segmentation.
ISBI
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
2019 J jnl
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation.
CoRR
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
2019 — conf
HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion.
MICCAI (2)
Hao Zheng, Lin Yang, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2019 — conf
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation.
MIDL
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
2019 J jnl
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation.
CoRR
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
2018 J jnl
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation.
CoRR
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
2018 J jnl
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs.
CoRR
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
2018 — conf
A new registration approach for dynamic analysis of calcium signals in organs.
ISBI
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
2018 J jnl
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation.
CoRR
Lin Yang, Yizhe Zhang, Zhuo Zhao, Hao Zheng, Peixian Liang, Michael T. C. Ying, Anil T. Ahuja, Danny Z. Chen
2018 — conf
PreFix: Switch Failure Prediction in Datacenter Networks.
SIGMETRICS (Abstracts)
Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song
2018 J jnl
PreFix: Switch Failure Prediction in Datacenter Networks.
Proc. ACM Meas. Anal. Comput. Syst.
Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song