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Yejia Zhang
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2020 – today
- 2024
- [i11]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 abs/2402.03695 (2024) - [i10]Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen:
SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification. CoRR abs/2402.03697 (2024) - [i9]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 abs/2406.10519 (2024) - 2023
- [c11]Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen:
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. ISBI 2023: 1-5 - [c10]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: 1-5 - [c9]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: 1-5 - [c8]Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen:
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. UNSURE@MICCAI 2023: 12-21 - [c7]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: 129-139 - [c6]Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. MICCAI (5) 2023: 315-326 - [i8]Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. CoRR abs/2307.12429 (2023) - [i7]Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen:
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. CoRR abs/2309.04760 (2023) - 2022
- [c5]Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen:
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM 2022: 1820-1823 - [c4]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: 1824-1829 - [c3]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: 1-5 - [i6]Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen:
Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation. CoRR abs/2202.07191 (2022) - [i5]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 abs/2211.08533 (2022) - [i4]Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen:
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR abs/2211.08557 (2022) - [i3]Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen:
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation. CoRR abs/2211.08564 (2022) - [i2]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 abs/2211.08643 (2022)
2010 – 2019
- 2018
- [c2]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: 934-937 - [i1]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 abs/1802.00491 (2018) - 2013
- [c1]Chenxi Li, Zhengxing Sun, Mofei Song, Yejia Zhang:
Best view selection of 3D models based on unsupervised feature learning and discrimination ability. VINCI 2013: 107-108
Coauthor Index
aka: Danny Z. Chen
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