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; et al. (CoRR, 2024)

De-biased Multimodal Electrocardiogram Analysis. - Haitao Li; Ziyu Li; Yiheng Mao; Ziyi Liu; Zhoujian Sun; Zhengxing Huang (CoRR, 2024)

Phenotypic screening and genetic insights for predicting major vascular-related diseases using retinal imaging. - Menglin Lu; Yiheng Mao; Hui Zhu; Yesheng Xu; Yu-Feng Yao; Fei Wu 001; Zhengxing Huang (npj Digit. Medicine, 2025)

Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications. - Ziyu Li; Yujian Hu; Zhengyao Ding; Yiheng Mao; Haitao Li; Fan Yi; Hongkun Zhang; Zhengxing Huang (CoRR, 2025)

DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities. - Haitao Li; Ziyu Li; Yiheng Mao; Zhengyao Ding; Zhengxing Huang (CoRR, 2025)

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding. - Haitao Li; Ziyu Li; Yiheng Mao; Ziyi Liu; Zhoujian Sun; Zhengxing Huang (CoRR, 2025)