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ArticlesPeer ReviewedFull Text
Circulating ACE2-expressing extracellular vesicles block broad strains of SARS-CoV-2
Author / Creator:El-Shennawy, Lamiaa ; Hoffmann, Andrew D. ; Dashzeveg, Nurmaa Khund ; McAndrews, Kathleen M. ; Mehl, Paul J. ; Cornish, Daphne ; Yu, Zihao ; Tokars, Valerie L. ; Nicolaescu, Vlad ; Tomatsidou, Anastasia ; Mao, Chengsheng ; Felicelli, Christopher J. ; Tsai, Chia-Feng ; Ostiguin, Carolina ; Jia, Yuzhi ; Li, Lin ; Furlong, Kevin ; Wysocki, Jan ; Luo, Xin ; Ruivo, Carolina F. ; Batlle, Daniel ; Hope, Thomas J. ; Shen, Yang ; Chae, Young Kwang ; Zhang, Hui ; LeBleu, Valerie S. ; Shi, Tujin ; Swaminathan, Suchitra ; Luo, Yuan ; Missiakas, Dominique ; Randall, Glenn C. ; Demonbreun, Alexis R. ; Ison, Michael G. ; Kalluri, Raghu ; Fang, Deyu ; Liu, Huiping
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2022-01, Vol.13 (1), p.405-405, Article 405
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ArticlesFull Text
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays
Author / Creator:Mao, Chengsheng ; Yao, Liang ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-02
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ArticlesFull Text
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks
Author / Creator:Mao, Chengsheng ; Yao, Liang ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-02
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ArticlesFull Text
Distribution Preserving Graph Representation Learning
Author / Creator:Mao, Chengsheng ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-02
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ArticlesFull Text
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning
Author / Creator:Luo, Yuan ; Mao, Chengsheng
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-12
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ArticlesFull Text
Exploring Large Language Models for Knowledge Graph Completion
Author / Creator:Yao, Liang ; Jiazhen Peng ; Mao, Chengsheng ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-02
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ArticlesFull Text
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury
Author / Creator:Mao, Chengsheng ; Yao, Liang ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-05
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ArticlesFull Text
Constrained tensor factorization for computational phenotyping and mortality prediction in patients with cancer
Author / Creator:Cai, Francisco Y ; Mao, Chengsheng ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-12
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ArticlesFull Text
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
Author / Creator:Li, Yikuan ; Mao, Chengsheng ; Huang, Kaixuan ; Wang, Hanyin ; Zheng, Yu ; Wang, Mengdi ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-08
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ArticlesFull Text
Towards Expressive Graph Representation
Author / Creator:Mao, Chengsheng ; Yao, Liang ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-10
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ArticlesFull Text
Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system
Author / Creator:Luo, Yuan ; Mao, Chengsheng ; Sanchez‐Pinto, Lazaro N. ; Ahmad, Faraz S. ; Naidech, Andrew ; Rasmussen, Luke ; Pacheco, Jennifer A. ; Schneider, Daniel ; Mithal, Leena B. ; Dresden, Scott ; Holmes, Kristi ; Carson, Matthew ; Shah, Sanjiv J. ; Khan, Seema ; Clare, Susan ; Wunderink, Richard G. ; Liu, Huiping ; Walunas, Theresa ; Cooper, Lee ; Yue, Feng ; Wehbe, Firas ; Fang, Deyu ; Liebovitz, David M. ; Markl, Michael ; Michelson, Kelly N. ; McColley, Susanna A. ; Green, Marianne ; Starren, Justin ; Ackermann, Ronald T. ; D'Aquila, Richard T. ; Adams, James ; Lloyd‐Jones, Donald ; Chisholm, Rex L. ; Kho, Abel
Publisher:United States: John Wiley & Sons, Inc
Journal title:Learning health systems, 2024-07, Vol.8 (3), p.e10417-n/a
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ArticlesFull Text
KG-BERT: BERT for Knowledge Graph Completion
Author / Creator:Yao, Liang ; Mao, Chengsheng ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-09
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ReportsFull Text
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks
Author / Creator:Yao, Liang ; Mao, Chengsheng ; Luo, Yuan
Publisher:BioMed Central Ltd
Journal title:BMC Medical Informatics and Decision Making, 2019, Vol.19 (Suppl 3)
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ReportsFull Text
Predicting Recurrence in Pancreatic Ductal Adenocarcinoma after Radical Surgery Using an AX-Unet Pancreas Segmentation Model and Dynamic Nomogram
Author / Creator:Ni, Haixu ; Zhou, Gonghai ; Chen, Xinlong ; Ren, Jing ; Yang, Minqiang ; Zhang, Yuhong ; Zhang, Qiyu ; Zhang, Lei ; Mao, Chengsheng ; Li, Xun
Publisher:MDPI AG
Journal title:Bioengineering, 2023, Vol.10 (7)
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ArticlesFull Text
Local Probabilistic Model for Bayesian Classification: a Generalized Local Classification Model
Author / Creator:Mao, Chengsheng ; Lu, Lijuan ; Hu, Bin
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-12
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ArticlesFull Text
Graph Convolutional Networks for Text Classification
Author / Creator:Yao, Liang ; Mao, Chengsheng ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-11
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ArticlesFull Text
Distribution Networks for Open Set Learning
Author / Creator:Mao, Chengsheng ; Yao, Liang ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-09
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ArticlesFull Text
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks
Author / Creator:Yao, Liang ; Mao, Chengsheng ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-07
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ArticlesFull Text
Efficient Genomic Interval Queries Using Augmented Range Trees
Author / Creator:Mao, Chengsheng ; Alal Eran ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-06
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ArticlesFull Text
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease
Author / Creator:Mao, Chengsheng ; Xu, Jie ; Rasmussen, Luke ; Li, Yikuan ; Adekkanattu, Prakash ; Pacheco, Jennifer ; Bonakdarpour, Borna ; Vassar, Robert ; Jiang, Guoqian ; Wang, Fei ; Pathak, Jyotishman ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-11
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Circulating ACE2-expressing extracellular vesicles block broad strains of SARS-CoV-2

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

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MedGCN: Medication recommendation and lab test imputation via graph convolutional networks

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Distribution Preserving Graph Representation Learning

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

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Exploring Large Language Models for Knowledge Graph Completion

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

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

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Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources

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Towards Expressive Graph Representation

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Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system

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KG-BERT: BERT for Knowledge Graph Completion

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Clinical text classification with rule-based features and knowledge-guided convolutional neural networks

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Predicting Recurrence in Pancreatic Ductal Adenocarcinoma after Radical Surgery Using an AX-Unet Pancreas Segmentation Model and Dynamic Nomogram

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Local Probabilistic Model for Bayesian Classification: a Generalized Local Classification Model

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Graph Convolutional Networks for Text Classification

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Distribution Networks for Open Set Learning

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Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks

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Efficient Genomic Interval Queries Using Augmented Range Trees

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AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease

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