Nishchal Sapkota

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

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)
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 (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)
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 (2024)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. MICCAI (5) (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)
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, 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)