SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization
Yu, Yue, Huang, Kexin, Zhang, Chao, Glass, Lucas M, Sun, Jimeng, Xiao, Cao
Published in Bioinformatics (Oxford, England) (29.09.2021)
Published in Bioinformatics (Oxford, England) (29.09.2021)
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Journal Article
DeepPurpose: a deep learning library for drug–target interaction prediction
Huang, Kexin, Fu, Tianfan, Glass, Lucas M, Zitnik, Marinka, Xiao, Cao, Sun, Jimeng
Published in Bioinformatics (01.04.2021)
Published in Bioinformatics (01.04.2021)
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Journal Article
SkipGNN: predicting molecular interactions with skip-graph networks
Huang, Kexin, Xiao, Cao, Glass, Lucas M, Zitnik, Marinka, Sun, Jimeng
Published in Scientific reports (03.12.2020)
Published in Scientific reports (03.12.2020)
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Journal Article
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence
Gao, Junyi, Sharma, Rakshith, Qian, Cheng, Glass, Lucas M, Spaeder, Jeffrey, Romberg, Justin, Sun, Jimeng, Xiao, Cao
Published in Journal of the American Medical Informatics Association (18.03.2021)
Published in Journal of the American Medical Informatics Association (18.03.2021)
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Journal Article
Web Resource
FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection
Qiao, Zhi, Bae, Austin, Glass, Lucas M, Xiao, Cao, Sun, Jimeng
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2021)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2021)
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Journal Article
Dr. Agent: Clinical predictive model via mimicked second opinions
Gao, Junyi, Xiao, Cao, Glass, Lucas M, Sun, Jimeng
Published in Journal of the American Medical Informatics Association : JAMIA (01.07.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.07.2020)
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Journal Article
Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics
Gao, Junyi, Heintz, Joerg, Mack, Christina, Glass, Lucas, Cross, Adam, Sun, Jimeng
Published in Nature communications (29.05.2023)
Published in Nature communications (29.05.2023)
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Journal Article
HINT: Hierarchical interaction network for clinical-trial-outcome predictions
Fu, Tianfan, Huang, Kexin, Xiao, Cao, Glass, Lucas M., Sun, Jimeng
Published in Patterns (New York, N.Y.) (08.04.2022)
Published in Patterns (New York, N.Y.) (08.04.2022)
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Journal Article
Time-to-event estimation by re-defining time
Cao, Xi Hang, Han, Chao, Glass, Lucas M., Kindman, Allen, Obradovic, Zoran
Published in Journal of biomedical informatics (01.12.2019)
Published in Journal of biomedical informatics (01.12.2019)
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Journal Article
Machine learning applications for therapeutic tasks with genomics data
Huang, Kexin, Xiao, Cao, Glass, Lucas M., Critchlow, Cathy W., Gibson, Greg, Sun, Jimeng
Published in Patterns (New York, N.Y.) (08.10.2021)
Published in Patterns (New York, N.Y.) (08.10.2021)
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Journal Article
Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools
Amiridi, Magda, Qian, Cheng, Sidiropoulos, Nicholas D., Glass, Lucas M.
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Statin Safety: An Appraisal from the Adverse Event Reporting System
Davidson, Michael H., Clark, John A., Glass, Lucas M., Kanumalla, Anju
Published in The American journal of cardiology (17.04.2006)
Published in The American journal of cardiology (17.04.2006)
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Journal Article
Pharmaceutical Organizational Size and Phase 3 Clinical Trial Completion Times
Glass, Harold E., Glass, Lucas M., Tran, Phuong, Alghamdi, Hani
Published in Therapeutic innovation & regulatory science (01.11.2016)
Published in Therapeutic innovation & regulatory science (01.11.2016)
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Journal Article
Are Phase 3 Clinical Trials Really Becoming More Complex?
Glass, Harold E., DiFrancesco, Jeffrey J., Glass, Lucas M., Tran, Phuong
Published in Therapeutic innovation & regulatory science (01.11.2015)
Published in Therapeutic innovation & regulatory science (01.11.2015)
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Journal Article
α-MOP: Molecule optimization with α-divergence
Fu, Tianfan, Xiao, Cao, Glass, Lucas M., Sun, Jimeng
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
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Conference Proceeding