Lucas M. Glass

Computer ScienceBiochemistry, Genetics and Molecular BiologyMaterials Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 22 papers. Top paper: “STAN: spatio-temporal attention network for pandemic prediction using real-world evidence”.

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa322

N/A

0.741DataRank · unranked

139 citations

Rakshith Sharma, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg +3 more

Change Matters: Medication Change Prediction with Recurrent Residual Networks

(2021)10.24963/ijcai.2021/513

N/A

0.644DataRank · unranked

72 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

Dr. Agent: Clinical predictive model via mimicked second opinions

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa074

N/A

0.470DataRank · unranked

22 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Junyi Gao

Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5394

N/A

0.416DataRank · unranked

15 citations

Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun, Siddharth Biswal

MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization

IEEE Transactions on Knowledge and Data Engineering(2021)10.1109/tkde.2021.3052150

N/A

0.406DataRank · unranked

14 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Tianfan Fu

ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons

PubMed(2023)10.1145/3583780.3615113

N/A

0.312DataRank · unranked

7 citations

Zhi Qiao, Lucas M. Glass, Cao Xiao, Fenglong Ma, Junyu Luo

SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i7.20714

N/A

0.241DataRank · unranked

4 citations

Lucas M. Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun, Zhen Lin

Machine learning applications for therapeutic tasks with genomics data

Patterns(2021)10.1016/j.patter.2021.100328

N/A

0DataRank · unranked

47 citations

Cao Xiao, Lucas M. Glass, Cathy W. Critchlow, Greg Gibson, Jimeng Sun +1 more

SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations

(2021)10.24963/ijcai.2021/514

N/A

0DataRank · unranked

117 citations

Cao Xiao, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

Proceedings of the AAAI Conference on Artificial Intelligence(2021)10.1609/aaai.v35i1.16085

N/A

0DataRank · unranked

45 citations

Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun, Tianfan Fu

Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery

(2021)10.1145/3447548.3467286

N/A

0DataRank · unranked

11 citations

Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun, Tianfan Fu

SPEAR

(2021)10.1145/3459930.3469530

N/A

0DataRank · unranked

0 citations

Cao Xiao, Kexin Huang, Lucas M. Glass, Jimeng Sun, Tianfan Fu

Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics

Nature Communications(2023)10.1038/s41467-023-38756-3

N/A

0DataRank · unranked

18 citations

George Heintz, Christina Mack, Lucas M. Glass, Adam Cross, Jimeng Sun +1 more

pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data

PubMed(2023)10.1145/3583780.3615490

N/A

0DataRank · unranked

1 citations

Cheng Qian, Xiaochen Wang, Lucas M. Glass, Fenglong Ma, Junyu Luo

DeepPurpose: a deep learning library for drug–target interaction prediction

Bioinformatics(2020)10.1093/bioinformatics/btaa1005

N/A

0DataRank · unranked

484 citations

Tianfan Fu, Lucas M. Glass, Marinka Zitnik, Cao Xiao, Jimeng Sun +1 more

Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad212

N/A

0DataRank · unranked

0 citations

Junyi Gao, Lucas M. Glass, Adam Cross, Jimeng Sun, Chaoqi Yang

COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching

(2020)10.1145/3394486.3403123

N/A

0DataRank · unranked

52 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Junyi Gao

CASTER: Predicting Drug Interactions with Chemical Substructure Representation

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5412

N/A

0DataRank · unranked

149 citations

Cao Xiao, Dô Trong Hoang, Lucas M. Glass, Jimeng Sun, Kexin Huang

CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5401

N/A

0DataRank · unranked

37 citations

Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao +1 more

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data

arXiv (Cornell University)(2020)10.48550/arxiv.2010.11389

N/A

0DataRank · unranked

1 citations

Junjie Liang, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more

CLARA: Clinical Report Auto-completion

arXiv (Cornell University)(2020)10.48550/arxiv.2002.11701

N/A

0DataRank · unranked

0 citations

Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun, Siddharth Biswal

SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization

Bioinformatics(2021)10.1093/bioinformatics/btab207

N/A

0DataRank · unranked

177 citations

Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more