Can Zhao

Applied deep learning research scientist, Healthcare, NVIDIA

Joined

December 2018

Names

Can Zhao (Preferred)

Emails

****@jhu.edu (Confirmed)

****@gmail.com (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Career & Education History

Applied deep learning research scientist

Healthcare, NVIDIA (nvidia.com)

2019 – Present

PhD student

Electrical and Coputer Engineering, Johns Hopkins University (jhu.edu)

2013 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Jerry Prince

2013 – 2021

Expertise

Medical image super-resolution

2017 – Present

Medical image synthesis

2016 – Present

Publications

Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation
Jiawei Mao, Yuhan Wang, Lifeng Chen, Can Zhao, Yucheng Tang, Dong Yang, Liangqiong Qu, Daguang Xu, Yuyin Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study
Chih-Hung Wang, Tzu-Ching Lin, Guanru Chen, Meng-Rui Lee, Joyce Tay, Cheng-Yi Wu, Meng-Che Wu, Holger R. Roth, Dong Yang, Can Zhao, Weichung Wang, Chien-Hua Huang
- J. Medical Syst. 2024
- Readers: Everyone
Federated Learning on Virtual Heterogeneous Data with Local-Global Dataset Distillation
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
- Accepted by TMLR
- Readers: Everyone
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
MAISI: Medical AI for Synthetic Imaging
Pengfei Guo, Can Zhao, Dong Yang, Ziyue Xu, Vishwesh Nath, Yucheng Tang, Benjamin Simon, Mason Belue, Stephanie A. Harmon, Baris Turkbey, Daguang Xu
- CoRR 2024
- Readers: Everyone
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion
Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Leporé, Marius George Linguraru
- MICCAI (3) 2024
- 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
MR to CT Synthesis Using 3d Latent Diffusion
Austin Tapp, Abhijeet Parida, Can Zhao, Van Lam, Natasha Leporé, Syed Muhammad Anwar, Marius George Linguraru
- ISBI 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

View all 54 publications

Co-Authors

View all 265 co-authors