Yufan He

Researcher, NVIDIA

Joined

October 2022

Names

Yufan He (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@nvidia.com (Confirmed)

Personal Links

Career & Education History

Researcher

NVIDIA (nvidia.com)

2021 – Present

PhD student

Johns Hopkins University (jhu.edu)

2016 – 2021

Advisors, Relations & Conflicts

Coworker

Daguang Xu

2021 – Present

PhD Advisor

Jerry Prince

2016 – 2021

Expertise

computer vision

2016 – Present

medical imaging

2016 – Present

Publications

Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
Jeya Maria Jose Valanarasu, Yucheng Tang, Dong Yang, Ziyue Xu, Can Zhao, Wenqi Li, Vishal M. Patel, Bennett Allan Landman, Daguang Xu, Yufan He, Vishwesh Nath
- MIDL 2024 Oral
- Readers: Everyone
IR-FRestormer: Iterative Refinement with Fourier-Based Restormer for Accelerated MRI Reconstruction
Mohammad Zalbagi Darestani, Vishwesh Nath, Wenqi Li, Yufan He, Holger R. Roth, Ziyue Xu, Daguang Xu, Reinhard Heckel, Can Zhao
- WACV 2024
- Readers: Everyone
VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed Tomography
Yufan He, Pengfei Guo, Yucheng Tang, Andriy Myronenko, Vishwesh Nath, Ziyue Xu, Dong Yang, Can Zhao, Benjamin Simon, Mason Belue, Stephanie A. Harmon, Baris Turkbey, Daguang Xu, Wenqi Li
- CoRR 2024
- Readers: Everyone
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
Yucheng Tang, Yufan He, Vishwesh Nath, Pengfei Guo, Ruining Deng, Tianyuan Yao, Quan Liu, Can Cui, Mengmeng Yin, Ziyue Xu, Holger Roth, Daguang Xu, Haichun Yang, Yuankai Huo
- CoRR 2024
- Readers: Everyone
A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation
Yufan He, Pengfei Guo, Yucheng Tang, Andriy Myronenko, Vishwesh Nath, Ziyue Xu, Dong Yang, Can Zhao, Daguang Xu, Wenqi Li
- CoRR 2024
- Readers: Everyone
Automated segmentation of organs and tumors from partially labeled 3D CT in MICCAI FLARE 2023 Challenge.
Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu
- Submitted to FLARE 2023
- Readers: Everyone
Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge
Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu
- KiTS@MICCAI 2023
- Readers: Everyone
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration
Junyu Chen, Yihao Liu, Yufan He, Yong Du
- CoRR 2023
- Readers: Everyone
DAST: Differentiable Architecture Search with Transformer for 3D Medical Image Segmentation
Dong Yang, Ziyue Xu, Yufan He, Vishwesh Nath, Wenqi Li, Andriy Myronenko, Ali Hatamizadeh, Can Zhao, Holger R. Roth, Daguang Xu
- MICCAI (3) 2023
- Readers: Everyone
Deformable Cross-Attention Transformer for Medical Image Registration
Junyu Chen, Yihao Liu, Yufan He, Yong Du
- MLMI@MICCAI (1) 2023
- Readers: Everyone

View all 57 publications

Co-Authors

View all 117 co-authors