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Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 9
Authors:  Xi, Jianing;  Wang, Dan;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua
Favorite  |  View/Download:233/0  |  Submit date:2022/11/14
Drug recommendation  Explainability  Traceability  Omic data  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
Authors:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
Favorite  |  View/Download:279/0  |  Submit date:2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
Authors:  Xi, Jianing;  Miao, Zhaoji;  Liu, Longzhong;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua;  Li, Xuelong
Favorite  |  View/Download:216/0  |  Submit date:2021/12/28
Breast ultrasound  Knowledge graph  Tensor decomposition  Limited labeled samples