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Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation


Dec 28, 2022
Xiong Liu, Iya Khalil, Murthy Devarakonda

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A Scalable AI Approach for Clinical Trial Cohort Optimization


Sep 07, 2021
Xiong Liu, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy Devarakonda

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* PharML 2021 (Machine Learning for Pharma and Healthcare Applications) at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021) 

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Applications of artificial intelligence in drug development using real-world data


Feb 02, 2021
Zhaoyi Chen, Xiong Liu, William Hogan, Elizabeth Shenkman, Jiang Bian

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* Drug Discovery Today 2020 

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The impact of external innovation on new drug approvals: A retrospective analysis


Feb 02, 2021
Xiong Liu, Craig E. Thomas, Christian C. Felder

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* International Journal of Pharmaceutics, Volume 563, Pages 273-281, 2019 

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Attention-Based LSTM Network for COVID-19 Clinical Trial Parsing


Dec 18, 2020
Xiong Liu, Luca A. Finelli, Greg L. Hersch, Iya Khalil

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* 2020 IEEE International Conference on Big Data (IEEE BigData 2020) 

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Predicting Heart Failure Readmission from Clinical Notes Using Deep Learning


Dec 21, 2019
Xiong Liu, Yu Chen, Jay Bae, Hu Li, Joseph Johnston, Todd Sanger

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* 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 
* IEEE BIBM 2019 

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