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AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury


May 07, 2022
Chengsheng Mao, Liang Yao, Yuan Luo


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Distribution Preserving Graph Representation Learning


Feb 27, 2022
Chengsheng Mao, Yuan Luo


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Constrained tensor factorization for computational phenotyping and mortality prediction in patients with cancer


Dec 24, 2021
Francisco Y Cai, Chengsheng Mao, Yuan Luo


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Natural language processing to identify lupus nephritis phenotype in electronic health records


Dec 20, 2021
Yu Deng, Jennifer A. Pacheco, Anh Chung, Chengsheng Mao, Joshua C. Smith, Juan Zhao, Wei-Qi Wei, April Barnado, Chunhua Weng, Cong Liu, Adam Cordon, Jingzhi Yu, Yacob Tedla, Abel Kho, Rosalind Ramsey-Goldman, Theresa Walunas, Yuan Luo


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PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning


Dec 15, 2020
Yuan Luo, Chengsheng Mao

* Accepted by 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Towards Expressive Graph Representation


Oct 12, 2020
Chengsheng Mao, Liang Yao, Yuan Luo


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KG-BERT: BERT for Knowledge Graph Completion


Sep 11, 2019
Liang Yao, Chengsheng Mao, Yuan Luo


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MedGCN: Graph Convolutional Networks for Multiple Medical Tasks


Mar 31, 2019
Chengsheng Mao, Liang Yao, Yuan Luo


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ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays


Mar 31, 2019
Chengsheng Mao, Liang Yao, Yuan Luo


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