Yejia Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Unsupervised Classification

Image Segmentation

Medical Image Segmentation

Top Venues

Publications

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
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation. CoRR (2024)
Pengfei Gu, Yejia Zhang, Huimin Li, Hongxiao Wang, Yizhe Zhang, Chaoli Wang, Danny Z. Chen
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation. CoRR (2024)
Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Danny Z. Chen
SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification. CoRR (2024)
Yizhe Zhang, Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
GrNT: Gate-Regularized Network Training for Improving Multi-Scale Fusion in Medical Image Segmentation. ISBI (2023)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. MICCAI (5) (2023)
Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. UNSURE@MICCAI (2023)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning. ISBI (2023)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. CoRR (2023)
Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. CoRR (2023)
Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. ISBI (2023)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning. CoRR (2022)
Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Chen
Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation. CoRR (2022)
Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen
Improving Human Sperm Head Morphology Classification With Unsupervised Anatomical Feature Distillation. ISBI (2022)
Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. CoRR (2022)
Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images. BIBM (2022)
Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images. CoRR (2022)
Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR (2022)
Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM (2022)
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)
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)
Chenxi Li, Zhengxing Sun, Mofei Song, Yejia Zhang
Best view selection of 3D models based on unsupervised feature learning and discrimination ability. VINCI (2013)