Can Cui

PhD student, Computer Science, Vanderbilt University

Joined

September 2022

Names

Can Cui (Preferred)

Emails

****@vanderbilt.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Computer Science , Vanderbilt University (vanderbilt.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Yuankai Huo

2021 – 2024

Expertise

anomaly detection

2022 – Present

multimodal learning

2021 – Present

medical image analysis

2018 – Present

deep learning

2017 – Present

Publications

Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes
Can Cui, Ruining Deng, Junlin Guo, Quan Liu, Tianyuan Yao, Haichun Yang, Yuankai Huo
- IEEE BHI'24
- Readers: Everyone
Omni-Seg: A Scale-Aware Dynamic Network for Renal Pathological Image Segmentation
Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Jun Long, Zuhayr Asad, R. Michael Womick, Zheyu Zhu, Agnes B. Fogo, Shilin Zhao, Haichun Yang, Yuankai Huo
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IEEE Trans. Biomed. Eng. 2023
- Readers: Everyone
Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
Ruining Deng, Can Cui, Quan Liu, Tianyuan Yao, Lucas Walker Remedios, Shunxing Bao, Bennett A. Landman, Yucheng Tang, Lee E. Wheless, Lori A. Coburn, Keith T. Wilson, Yaohong Wang, Agnes B. Fogo, Haichun Yang, Yuankai Huo
- Published: 28 Apr 2023, Last Modified: 03 Jun 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
Exploring shared memory architectures for end-to-end gigapixel deep learning
Lucas Walker Remedios, Leon Yichen Cai, Samuel Remedios, Karthik Ramadass, Aravind Krishnan, Ruining Deng, Can Cui, Shunxing Bao, Lori Coburn, Yuankai Huo, Bennett A. Landman
- Published: 28 Apr 2023, Last Modified: 13 Jun 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis
Shunxing Bao, Ho Hin Lee, Qi Yang, Lucas Walker Remedios, Ruining Deng, Can Cui, Leon Yichen Cai, Kaiwen Xu, Xin Yu, Sophie Chiron, Yike Li, Nathan Heath Patterson, Yaohong Wang, Jia Li, Qi Liu, Ken S. Lau, Joseph T. Roland, Lori A. Coburn, Keith T. Wilson, Bennett A. Landman et al. (1 additional authors not shown)
- Published: 04 Apr 2023, Last Modified: 26 Apr 2023
- MIDL 2023 Poster
- Readers: Everyone
Feasibility of Universal Anomaly Detection Without Knowing the Abnormality in Medical Images
Can Cui, Yaohong Wang, Shunxing Bao, Yucheng Tang, Ruining Deng, Lucas W. Remedios, Zuhayr Asad, Joseph T. Roland, Ken S. Lau, Qi Liu, Lori A. Coburn, Keith T. Wilson, Bennett A. Landman, Yuankai Huo
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- MILLanD@MICCAI 2023
- Readers: Everyone
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-Empowered Learning
Ruining Deng, Yanwei Li, Peize Li, Jiacheng Wang, Lucas W. Remedios, Saydolimkhon Agzamkhodjaev, Zuhayr Asad, Quan Liu, Can Cui, Yaohong Wang, Yihan Wang, Yucheng Tang, Haichun Yang, Yuankai Huo
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- MICCAI (6) 2023
- Readers: Everyone
Exploring shared memory architectures for end-to-end gigapixel deep learning
Lucas W. Remedios, Leon Y. Cai, Samuel W. Remedios, Karthik Ramadass, Aravind R. Krishnan, Ruining Deng, Can Cui, Shunxing Bao, Lori A. Coburn, Yuankai Huo, Bennett A. Landman
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
Cross-scale Multi-instance Learning for Pathological Image Diagnosis
Ruining Deng, Can Cui, Lucas W. Remedios, Shunxing Bao, R. Michael Womick, Sophie Chiron, Jia Li, Joseph T. Roland, Ken S. Lau, Qi Liu, Keith T. Wilson, Yaohong Wang, Lori A. Coburn, Bennett A. Landman, Yuankai Huo
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
Ruining Deng, Can Cui, Quan Liu, Tianyuan Yao, Lucas W. Remedios, Shunxing Bao, Bennett A. Landman, Lee E. Wheless, Lori A. Coburn, Keith T. Wilson, Yaohong Wang, Shilin Zhao, Agnes B. Fogo, Haichun Yang, Yucheng Tang, Yuankai Huo
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone

View all 38 publications

Co-Authors

View all 82 co-authors