Yejia Zhang - RankMe

32 papers A* 1C 1Journal 16Unranked 14

Year	Rank	Type	Title / 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
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`	Self Pre-Training with Topology- and Spatiality-Aware Masked Autoencoders for 3D Medical Image Segmentation. BIBM Pengfei Gu, Huimin Li, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2025	A*	`conf`	TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification. ACM Multimedia Pengfei Gu, Hongxiao Wang, Yejia Zhang, Huimin Li, Chaoli Wang, Danny Chen
2025	J	`jnl`	TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification. CoRR Pengfei Gu, Hongxiao Wang, Yejia Zhang, Huimin Li, Chaoli Wang, Danny Chen
2025	J	`jnl`	When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation. CoRR Nishchal Sapkota, Haoyan Shi, Yejia Zhang, Xianshi Ma, Bofang Zheng, Danny Z. Chen
2024	J	`jnl`	ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation. CoRR Nishchal Sapkota, Yejia Zhang, Susan M. Motch Perrine, Yuhan Hsi, Sirui Li, Meng Wu, Greg Holmes, Abdul R. Abdulai, Ethylin W. Jabs, Joan T. Richtsmeier, Danny Z. Chen
2024	—	`conf`	Conunetr: A Conditional Transformer Network for 3D Micro-Ct Embryonic Cartilage Segmentation. ISBI Nishchal Sapkota, Yejia Zhang, Susan M. Motch Perrine, Yuhan Hsi, Sirui Li, Meng Wu, Greg Holmes, Abdul R. Abdulai, Ethylin W. Jabs, Joan T. Richtsmeier, Danny Z. Chen
2024	—	`conf`	IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images. MICCAI (4) Yejia Zhang, Hanqing Chao, Zhongwei Qiu, Wenbin Liu, Yixuan Shen, Nishchal Sapkota, Pengfei Gu, Danny Z. Chen, Le Lu, Ke Yan, Dakai Jin, Yun Bian, Hui Jiang
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	J	`jnl`	Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation. CoRR Pengfei Gu, Yejia Zhang, Huimin Li, Hongxiao Wang, Yizhe Zhang, Chaoli Wang, 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
2024	J	`jnl`	UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data. CoRR Nishchal Sapkota, Yejia Zhang, Zihao Zhao, Maria Gomez, Yuhan Hsi, Jordan A. Wilson, Kazuhiko Kawasaki, Greg Holmes, Meng Wu, Ethylin W. Jabs, Joan T. Richtsmeier, Susan M. Motch Perrine, 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	—	`conf`	ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. ISBI Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2023	—	`conf`	GrNT: Gate-Regularized Network Training for Improving Multi-Scale Fusion in Medical Image Segmentation. ISBI Yizhe Zhang, Pengfei Gu, Yejia Zhang, Chaoli Wang, 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	—	`conf`	RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. UNSURE@MICCAI Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
2023	J	`jnl`	RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. CoRR Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
2023	—	`conf`	SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. MICCAI (5) Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
2023	J	`jnl`	SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. CoRR Yejia Zhang, Pengfei Gu, Nishchal Sapkota, 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`	ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. CoRR Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
2022	—	`conf`	Improving Human Sperm Head Morphology Classification With Unsupervised Anatomical Feature Distillation. ISBI Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen
2022	J	`jnl`	Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation. CoRR Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen
2022	—	`conf`	Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images. BIBM Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen
2022	J	`jnl`	Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images. CoRR Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen
2022	—	`conf`	Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
2022	J	`jnl`	Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, 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
2013	C	`conf`	Best view selection of 3D models based on unsupervised feature learning and discrimination ability. VINCI Chenxi Li, Zhengxing Sun, Mofei Song, Yejia Zhang