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ORCIDNishchal Sapkota
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Conference and Workshop Papers
- 2024
[c9]Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen:
Boosting Medical Image Classification with Segmentation Foundation Model. ISBI 2024: 1-5- [c8]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. ISBI 2024: 1-5 - [c7]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. ISBI 2024: 1-5 - [c6]Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
Path-Gptomic: A Balanced Multi-Modal Learning Framework For Survival Outcome Prediction. ISBI 2024: 1-5 - [c5]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:
IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images. MICCAI (4) 2024: 211-221 - 2023
- [c4]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 - [c3]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 - 2022
- [c2]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 - [c1]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
Informal and Other Publications
- 2024
- [i9]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) - [i8]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) - [i7]Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen:
Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction. CoRR abs/2403.11375 (2024) - [i6]Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen:
Boosting Medical Image Classification with Segmentation Foundation Model. CoRR abs/2406.11026 (2024) - [i5]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:
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data. CoRR abs/2410.13043 (2024) - 2023
- [i4]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) - 2022
- [i3]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) - [i2]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) - [i1]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)
Coauthor Index
aka: Danny Z. Chen
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