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Yasha Wang

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LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation

Mar 11, 2024
Weibin Liao, Yinghao Zhu, Xinyuan Wang, Chengwei Pan, Yasha Wang, Liantao Ma

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Learnable Prompt as Pseudo-Imputation: Reassessing the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction

Jan 30, 2024
Weibin Liao, Yinghao Zhu, Zixiang Wang, Xu Chu, Yasha Wang, Liantao Ma

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Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation

Jan 23, 2024
Ruizhe Zhang, Xinke Jiang, Yuchen Fang, Jiayuan Luo, Yongxin Xu, Yichen Zhu, Xu Chu, Junfeng Zhao, Yasha Wang

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Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series

Jan 14, 2024
Zhihao Yu, Xu Chu, Liantao Ma, Yasha Wang, Wenwu Zhu

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Learning the Dynamic Correlations and Mitigating Noise by Hierarchical Convolution for Long-term Sequence Forecasting

Dec 28, 2023
Zhihao Yu, Liantao Ma, Yasha Wang, Junfeng Zhao

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Think and Retrieval: A Hypothesis Knowledge Graph Enhanced Medical Large Language Models

Dec 26, 2023
Xinke Jiang, Ruizhe Zhang, Yongxin Xu, Rihong Qiu, Yue Fang, Zhiyuan Wang, Jinyi Tang, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang

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Predict and Interpret Health Risk using EHR through Typical Patients

Dec 18, 2023
Zhihao Yu, Chaohe Zhang, Yasha Wang, Wen Tang, Jiangtao Wang, Liantao Ma

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A Transfer-Learning-Based Prognosis Prediction Paradigm that Bridges Data Distribution Shift across EMR Datasets

Oct 11, 2023
Zhongji Zhang, Yuhang Wang, Yinghao Zhu, Xinyu Ma, Tianlong Wang, Chaohe Zhang, Yasha Wang, Liantao Ma

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A ModelOps-based Framework for Intelligent Medical Knowledge Extraction

Oct 04, 2023
Hongxin Ding, Peinie Zou, Zhiyuan Wang, Junfeng Zhao, Yasha Wang, Qiang Zhou

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Graph Interpolation via Fast Fused-Gromovization

Jun 28, 2023
Xinyu Ma, Xu Chu, Yasha Wang, Yang Lin, Junfeng Zhao, Liantao Ma, Wenwu Zhu

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