Weiguo Cao

Joined

February 2023

Names

Weiguo Cao (Preferred)

George WG Cao

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Postdoc

Mayo Clinic (mayo.edu)

2021 – 2023

Postdoc

State University of New York at Stony Brook (stonybrook.edu)

2017 – 2021

Researcher

Alibaba Group (alibaba-inc.com)

2016 – 2017

Researcher

, Chinese Academy of Sciences (ict.ac.cn)

2011 – 2016

PhD student

, Chinese Academy of Sciences (ict.ac.cn)

2007 – 2011

Advisors, Relations & Conflicts

PhD Advisor

Hua Li

2007 – 2011

Expertise

Radiomics & machine learning

2017 – 2023

computer vision

2011 – 2023

shape analysis

2007 – 2023

pattern recognition

2004 – 2023

Publications

Rethinking Texture Patterns in Transformer Neural NetWork for Medical Image Analysis
Weiguo Cao
- Submitted to ICLR 2024
- Readers: Everyone
A Texture Neural Network to Predict the Abnormal Brachial Plexus from Routine Magnetic Resonance Imaging
Weiguo Cao, Benjamin Howe, Nicholas Rhodes, Sumana Ramanathan, Panagiotis Korfiatis, Kimberly Amrami, Robert Spinner, Timothy Kline
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- MICCAI (8) 2023
- Readers: Everyone
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity
Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbin Lu, Almas F. Abbasi, Perry J. Pickhardt
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- CoRR 2022
- Readers: Everyone
Vector textures derived from higher order derivative domains for classification of colorectal polyps
Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- Vis. Comput. Ind. Biomed. Art 2022
- Readers: Everyone
An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography
Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang, Yongfeng Gao, Almas F. Abbasi, Perry J. Pickhardt
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- Sensors 2022
- Readers: Everyone
Design of Parallel Light Tube Optical System for Collimation System of White-light Zero Position Instrument
Haojie Li, Miao Cao, Weiguo Cao
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- ICCSIE 2022
- Readers: Everyone
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography
Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt
- Published: 01 Jan 2020, Last Modified: 06 Nov 2023
- IEEE Trans. Medical Imaging 2020
- Readers: Everyone
An investigation of CNN models for differentiating malignant from benign lesions using small pathologically proven datasets
Shu Zhang, Fangfang Han, Zhengrong Liang, Jiaxing Tan, Weiguo Cao, Yongfeng Gao, Marc Jason Pomeroy, Kenneth Ng, Wei Hou
- Published: 01 Jan 2019, Last Modified: 06 Nov 2023
- Comput. Medical Imaging Graph. 2019
- Readers: Everyone
GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis
Jiaxing Tan, Yongfeng Gao, Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Yumei Huo, Lihong Li, Zhengrong Liang
- Published: 01 Jan 2019, Last Modified: 06 Nov 2023
- BHI 2019
- Readers: Everyone
Polyp classification by Weber's Law as texture descriptor for clinical colonoscopy
Yi Wang, Marc Jason Pomeroy, Weiguo Cao, Yongfeng Gao, Edward Sun, Samuel Stanley III, Zhengrong Liang, Juan Carlos Bucobo
- Published: 01 Jan 2019, Last Modified: 06 Nov 2023
- Medical Imaging: Computer-Aided Diagnosis 2019
- Readers: Everyone

View all 24 publications

Co-Authors

View all 44 co-authors