Lucas M. Glass

42 papers A* 8Misc 1Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	Misc	`conf`	Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools. ICASSP Magda Amiridi, Cheng Qian, Nicholas D. Sidiropoulos, Lucas M. Glass
2022	J	`jnl`	Artificial Intelligence for In Silico Clinical Trials: A Review. CoRR Zifeng Wang, Chufan Gao, Lucas M. Glass, Jimeng Sun
2022	—	`conf`	AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment. ECML/PKDD (2) Zhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun
2022	J	`jnl`	AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment. CoRR Zhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun
2022	J	`jnl`	HINT: Hierarchical interaction network for clinical-trial-outcome predictions. Patterns Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun
2022	J	`jnl`	Knowledge-Driven New Drug Recommendation. CoRR Zhenbang Wu, Huaxiu Yao, Zhe Su, David M. Liebovitz, Lucas M. Glass, James Zou, Chelsea Finn, Jimeng Sun
2022	J	`jnl`	MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization. IEEE Trans. Knowl. Data Eng. Tianfan Fu, Cao Xiao, Lucas M. Glass, Jimeng Sun
2022	A*	`conf`	PopNet: Real-Time Population-Level Disease Prediction with Data Latency. WWW Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2022	J	`jnl`	PopNet: Real-Time Population-Level Disease Prediction with Data Latency. CoRR Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021	J	`jnl`	DeepPurpose: a deep learning library for drug-target interaction prediction. Bioinform. Kexin Huang, Tianfan Fu, Lucas M. Glass, Marinka Zitnik, Cao Xiao, Jimeng Sun
2021	J	`jnl`	FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection. J. Am. Medical Informatics Assoc. Zhi Qiao, Austin Bae, Lucas M. Glass, Cao Xiao, Jimeng Sun
2021	J	`jnl`	HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data. CoRR Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021	A*	`conf`	MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization. AAAI Tianfan Fu, Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun
2021	J	`jnl`	Machine Learning Applications for Therapeutic Tasks with Genomics Data. CoRR Kexin Huang, Cao Xiao, Lucas M. Glass, Cathy W. Critchlow, Greg Gibson, Jimeng Sun
2021	J	`jnl`	Machine learning applications for therapeutic tasks with genomics data. Patterns Kexin Huang, Cao Xiao, Lucas M. Glass, Cathy W. Critchlow, Greg Gibson, Jimeng Sun
2021	J	`jnl`	MolTrans: Molecular Interaction Transformer for drug-target interaction prediction. Bioinform. Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021	A*	`conf`	Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery. KDD Tianfan Fu, Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun
2021	—	`conf`	SPEAR: self-supervised post-training enhancer for molecule optimization. BCB Tianfan Fu, Cao Xiao, Kexin Huang, Lucas M. Glass, Jimeng Sun
2021	J	`jnl`	STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. J. Am. Medical Informatics Assoc. Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
2021	A*	`conf`	STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization. AAAI Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021	J	`jnl`	SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization. Bioinform. Yue Yu, Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao
2020	J	`jnl`	CLARA: Clinical Report Auto-completion. CoRR Siddharth Biswal, Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun
2020	A*	`conf`	COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching. KDD Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020	J	`jnl`	COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching. CoRR Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020	A*	`conf`	CONAN: Complementary Pattern Augmentation for Rare Disease Detection. AAAI Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao
2020	J	`jnl`	DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction. CoRR Xingyao Zhang, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020	A*	`conf`	Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. AAAI Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun
2020	J	`jnl`	Dr. Agent: Clinical predictive model via mimicked second opinions. J. Am. Medical Informatics Assoc. Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020	J	`jnl`	FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection. CoRR Zhi Qiao, Austin Bae, Lucas M. Glass, Cao Xiao, Jimeng Sun
2020	J	`jnl`	MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization. CoRR Tianfan Fu, Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun
2020	J	`jnl`	MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning. CoRR Kexin Huang, Tianfan Fu, Dawood Khan, Ali Abid, Ali Abdalla, Abubakar Abid, Lucas M. Glass, Marinka Zitnik, Cao Xiao, Jimeng Sun
2020	J	`jnl`	STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence. CoRR Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
2020	J	`jnl`	STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization. CoRR Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020	A*	`conf`	StageNet: Stage-Aware Neural Networks for Health Risk Prediction. WWW Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun
2020	J	`jnl`	StageNet: Stage-Aware Neural Networks for Health Risk Prediction. CoRR Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun
2020	J	`jnl`	SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization. CoRR Yue Yu, Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao
2020	J	`jnl`	UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data. CoRR Chacha Chen, Junjie Liang, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Cao Xiao
2020	—	`conf`	α-MOP: Molecule optimization with α-divergence. BIBM Tianfan Fu, Cao Xiao, Lucas M. Glass, Jimeng Sun
2019	J	`jnl`	CASTER: Predicting Drug Interactions with Chemical Substructure Representation. CoRR Kexin Huang, Cao Xiao, Trong Nghia Hoang, Lucas M. Glass, Jimeng Sun
2019	J	`jnl`	CONAN: Complementary Pattern Augmentation for Rare Disease Detection. CoRR Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao
2019	J	`jnl`	Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. CoRR Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun
2019	J	`jnl`	Time-to-event estimation by re-defining time. J. Biomed. Informatics Xi Hang Cao, Chao Han, Lucas M. Glass, Allen Kindman, Zoran Obradovic