Zhengyao Ding

PhD student, Polytechnic Institute of Zhejiang University, Zhejiang University

Joined

October 2023

Names

Zhengyao Ding (Preferred)

Emails

****@outlook.com (Confirmed)

****@zju.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Polytechnic Institute of Zhejiang University, Zhejiang University (zju.edu.cn)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

ZhengxingHuang

2023 – Present

PhD Advisor

XuesenChu

2023 – Present

Expertise

deep learning

2023 – Present

Artificial intelligence in medicine

2023 – Present

Publications

Fine-grained Contrastive Learning for ECG-Report Alignment with Waveform Enhancement
Haitao Li, Che Liu, Zhengyao Ding, Ziyi Liu, Wenqi Shao, Zhengxing Huang
- Submitted to ICLR 2026
- Readers: Everyone
Two-Stage Contrastive Language Electrocardiogram Pre-training for Fine-Grained Waveform Features
HaitaoLi, Che Liu, Zhengyao Ding, Ziyi Liu, Zhengxing Huang
- FMSD @ ICML 2025
- Readers: Everyone
Physical-Priors-Guided Aortic Dissection Detection Using Non-Contrast-Enhanced CT Images
Zhengyao Ding, Yujian Hu, Hongkun Zhang, Fei Wu, Shifeng Yang, Xiaolong Du, Yilang Xiang, Tian Li, Xuesen Chu, Zhengxing Huang
- MICCAI (7) 2024
- Readers: Everyone
Large-scale cross-modality pretrained model enhances cardiovascular state estimation and cardiomyopathy detection from electrocardiograms: An AI system development and multi-center validation study
Zhengyao Ding, Yujian Hu, Youyao Xu, Chengchen Zhao, Ziyu Li, Yiheng Mao, Haitao Li, Qian Li, Jing Wang, Yue Chen, Mengjia Chen, Longbo Wang, Xuesen Chu, Weichao Pan, Ziyi Liu, Fei Wu, Hongkun Zhang, Ting Chen, Zhengxing Huang
- CoRR 2024
- Readers: Everyone
Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features
Zhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu, Yilang Xiang, Tian Li, Ziyi Liu, Xuesen Chu, Zhengxing Huang
- MICCAI (3) 2024
- Readers: Everyone
Rapid and Accurate Diagnosis of Acute Aortic Syndrome using Non-contrast CT: A Large-scale, Retrospective, Multi-center and AI-based Study
Yujian Hu, Yilang Xiang, Yan-Jie Zhou, Yangyan He, Shifeng Yang, Xiaolong Du, Chunlan Den, Youyao Xu, Gaofeng Wang, Zhengyao Ding, Jingyong Huang, Wenjun Zhao, Xuejun Wu, Donglin Li, Qianqian Zhu, Zhenjiang Li, Chenyang Qiu, Ziheng Wu, Yunjun He, Chen Tian et al. (20 additional authors not shown)
- CoRR 2024
- Readers: Everyone

Co-Authors

View all 57 co-authors

Zhengyao Ding

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Fine-grained Contrastive Learning for ECG-Report Alignment with Waveform Enhancement

Two-Stage Contrastive Language Electrocardiogram Pre-training for Fine-Grained Waveform Features

Physical-Priors-Guided Aortic Dissection Detection Using Non-Contrast-Enhanced CT Images

Large-scale cross-modality pretrained model enhances cardiovascular state estimation and cardiomyopathy detection from electrocardiograms: An AI system development and multi-center validation study

Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features

Rapid and Accurate Diagnosis of Acute Aortic Syndrome using Non-contrast CT: A Large-scale, Retrospective, Multi-center and AI-based Study

Co-Authors