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Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data

Apr 07, 2021
Tingyi Wanyan, Jing Zhang, Ying Ding, Ariful Azad, Zhangyang Wang, Benjamin S Glicksberg

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Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients

Jan 11, 2021
Tingyi Wanyan, Hossein Honarvar, Suraj K. Jaladanki, Chengxi Zang, Nidhi Naik, Sulaiman Somani, Jessica K. De Freitas, Ishan Paranjpe, Akhil Vaid, Riccardo Miotto, Girish N. Nadkarni, Marinka Zitnik, ArifulAzad, Fei Wang, Ying Ding, Benjamin S. Glicksberg

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Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records

Dec 28, 2020
Tingyi Wanyan, Hossein Honarvar, Ariful Azad, Ying Ding, Benjamin S. Glicksberg

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Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure

Dec 18, 2020
Islam Akef Ebeid, Majdi Hassan, Tingyi Wanyan, Jack Roper, Abhik Seal, Ying Ding

* Accepted short paper submission to iConference 2021 

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Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN

Apr 03, 2020
Tingyi Wanyan, Chenwei Zhang, Ariful Azad, Xiaomin Liang, Daifeng Li, Ying Ding

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