Nishchal Sapkota

21 papers Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
H-CNN-ViT: A Hierarchical Gated Attention Multi-Branch Model for Bladder Cancer Recurrence Prediction.
BIBM
Xueyang Li, Zongren Wang, Yuliang Zhang, Zixuan Pan, Yu-Jen Chen, Nishchal Sapkota, Gelei Xu, Danny Z. Chen, Yiyu Shi
2025 J jnl
H-CNN-ViT: A Hierarchical Gated Attention Multi-Branch Model for Bladder Cancer Recurrence Prediction.
CoRR
Xueyang Li, Zongren Wang, Yuliang Zhang, Zixuan Pan, Yu-Jen Chen, Nishchal Sapkota, Gelei Xu, Danny Z. Chen, Yiyu Shi
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 — conf
Boosting Medical Image Classification with Segmentation Foundation Model.
ISBI
Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen
2024 J jnl
Boosting Medical Image Classification with Segmentation Foundation Model.
CoRR
Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, 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
Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction.
CoRR
Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
2024 — conf
Path-Gptomic: A Balanced Multi-Modal Learning Framework For Survival Outcome Prediction.
ISBI
Hongxiao Wang, Yang Yang, Zhuo Zhao, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
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
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
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 — 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