Publications by authors named "Lucas Glass"

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TrialBench: Multi-Modal AI-Ready Datasets for Clinical Trial Prediction.
Jintai Chen, Yaojun Hu, Mingchen Cai, Yingzhou Lu, Yue Wang, Lucas Glass

Sci Data· September 2025

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MediSim: Multi-granular simulation for enriching longitudinal, multi-modal electronic health records.
Brandon Theodorou, Cao Xiao, Lucas Glass, Jimeng Sun

Patterns (N Y)· June 2025

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FRAMM: Fair ranking with missing modalities for clinical trial site selection.
Brandon Theodorou, Lucas Glass, Cao Xiao, Jimeng Sun

Patterns (N Y)· March 2024

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Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus.
Chaoqi Yang, Junyi Gao, Lucas Glass, Adam Cross, Jimeng Sun

J Am Med Inform Assoc· December 2023

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pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data.
Junyu Luo, Cheng Qian, Xiaochen Wang, Lucas Glass, Fenglong Ma

Proc ACM Int Conf Inf Knowl Manag· October 2023

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ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons.
Junyu Luo, Zhi Qiao, Lucas Glass, Cao Xiao, Fenglong Ma

Proc ACM Int Conf Inf Knowl Manag· October 2023

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Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics.
Junyi Gao, Joerg Heintz, Christina Mack, Lucas Glass, Adam Cross

Nat Commun· May 2023

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MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization.
Tianfan Fu, Cao Xiao, Lucas M Glass, Jimeng Sun

IEEE Trans Knowl Data Eng· November 2022

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SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models.
Zhen Lin, Lucas Glass, M Brandon Westover, Cao Xiao, Jimeng Sun

Proc AAAI Conf Artif Intell· June 2022

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HINT: Hierarchical interaction network for clinical-trial-outcome predictions.
Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M Glass, Jimeng Sun

Patterns (N Y)· April 2022

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Machine learning applications for therapeutic tasks with genomics data.
Kexin Huang, Cao Xiao, Lucas M Glass, Cathy W Critchlow, Greg Gibson

Patterns (N Y)· October 2021

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SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization.
Yue Yu, Kexin Huang, Chao Zhang, Lucas M Glass, Jimeng Sun

Bioinformatics· September 2021

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MolTrans: Molecular Interaction Transformer for drug-target interaction prediction.
Kexin Huang, Cao Xiao, Lucas M Glass, Jimeng Sun

Bioinformatics· May 2021

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DeepPurpose: a deep learning library for drug-target interaction prediction.
Kexin Huang, Tianfan Fu, Lucas M Glass, Marinka Zitnik, Cao Xiao

Bioinformatics· April 2021

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FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection.
Zhi Qiao, Austin Bae, Lucas M Glass, Cao Xiao, Jimeng Sun

J Am Med Inform Assoc· March 2021

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STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.
Junyi Gao, Rakshith Sharma, Cheng Qian, Lucas M Glass, Jeffrey Spaeder

J Am Med Inform Assoc· March 2021

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Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction.
Branimir Ljubic, Shoumik Roychoudhury, Xi Hang Cao, Martin Pavlovski, Stefan Obradovic, Lucas Glass

Comput Methods Programs Biomed· December 2020

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SkipGNN: predicting molecular interactions with skip-graph networks.
Kexin Huang, Cao Xiao, Lucas M Glass, Marinka Zitnik, Jimeng Sun

Sci Rep· December 2020

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STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence.
Junyi Gao, Rakshith Sharma, Cheng Qian, Lucas M Glass, Jeffrey Spaeder

ArXiv· December 2020

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STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.
Nikos Kargas, Cheng Qian, Nicholas D Sidiropoulos, Cao Xiao, Lucas M Glass

ArXiv· December 2020

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Dr. Agent: Clinical predictive model via mimicked second opinions.
Junyi Gao, Cao Xiao, Lucas M Glass, Jimeng Sun

J Am Med Inform Assoc· July 2020

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Time-to-event estimation by re-defining time.
Xi Hang Cao, Chao Han, Lucas M Glass, Allen Kindman, Zoran Obradovic

J Biomed Inform· December 2019

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Optimizing clinical trials recruitment via deep learning.
Jelena Gligorijevic, Djordje Gligorijevic, Martin Pavlovski, Elizabeth Milkovits, Lucas Glass

J Am Med Inform Assoc· November 2019

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Pharmaceutical Organizational Size and Phase 3 Clinical Trial Completion Times.
Harold E Glass, Lucas M Glass, Phuong Tran, Hani Alghamdi

Ther Innov Regul Sci· November 2016

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Are Phase 3 Clinical Trials Really Becoming More Complex?
Harold E Glass, Jeffrey J DiFrancesco, Lucas M Glass, Phuong Tran

Ther Innov Regul Sci· November 2015

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