Lucas M. Glass

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HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

Clinical trials are crucial for drug development but are time consuming,...
02/08/2021 ∙ by Tianfan Fu, et al. ∙ 0 ∙ share

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STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization

Accurate prediction of the transmission of epidemic diseases such as COV...
12/08/2020 ∙ by Nikos Kargas, et al. ∙ 0 ∙ share

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FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection

To test the possibility of differentiating chest x-ray images of COVID-1...
10/30/2020 ∙ by Zhi Qiao, et al. ∙ 0 ∙ share

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

Successful health risk prediction demands accuracy and reliability of th...
10/22/2020 ∙ by Chacha Chen, et al. ∙ 10 ∙ share

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MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning

The efficacy of a drug depends on its binding affinity to the therapeuti...
10/05/2020 ∙ by Kexin Huang, et al. ∙ 0 ∙ share

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MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

Molecule optimization is a fundamental task for accelerating drug discov...
10/05/2020 ∙ by Tianfan Fu, et al. ∙ 13 ∙ share

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SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization

Thanks to the increasing availability of drug-drug interactions (DDI) da...
10/04/2020 ∙ by Yue Yu, et al. ∙ 0 ∙ share

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

Clinical trials play important roles in drug development but often suffe...
06/15/2020 ∙ by Junyi Gao, et al. ∙ 0 ∙ share

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CLARA: Clinical Report Auto-completion

Generating clinical reports from raw recordings such as X-rays and elect...
02/26/2020 ∙ by Siddharth Biswal, et al. ∙ 0 ∙ share

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StageNet: Stage-Aware Neural Networks for Health Risk Prediction

Deep learning has demonstrated success in health risk prediction especia...
01/24/2020 ∙ by Junyi Gao, et al. ∙ 33 ∙ share

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DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction

Clinical trials are essential for drug development but often suffer from...
01/22/2020 ∙ by Xingyao Zhang, et al. ∙ 0 ∙ share

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DeepEnroll: Patient-Trial Matching with Deep Embeddingand Entailment Prediction

Clinical trials are essential for drug development but often suffer from...
01/22/2020 ∙ by Xingyao Zhang, et al. ∙ 0 ∙ share

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CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Rare diseases affect hundreds of millions of people worldwide but are ha...
11/26/2019 ∙ by Limeng Cui, et al. ∙ 0 ∙ share

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Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

Massive electronic health records (EHRs) enable the success of learning ...
11/23/2019 ∙ by Siddharth Biswal, et al. ∙ 0 ∙ share

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CASTER: Predicting Drug Interactions with Chemical Substructure Representation

Adverse drug-drug interactions (DDIs) remain a leading cause of morbidit...
11/15/2019 ∙ by Kexin Huang, et al. ∙ 0 ∙ share

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Lucas M. Glass

Featured Co-authors

Chao Zhang

Jimeng Sun

Cao Xiao

Nicholas D. Sidiropoulos

Yue Yu

Marinka Zitnik

Wen Tang

Limeng Cui

Trong Nghia Hoang

Yasha Wang

Abubakar Abid

HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization

FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection

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

MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning

MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization

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

CLARA: Clinical Report Auto-completion

StageNet: Stage-Aware Neural Networks for Health Risk Prediction

DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction

DeepEnroll: Patient-Trial Matching with Deep Embeddingand Entailment Prediction

CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

CASTER: Predicting Drug Interactions with Chemical Substructure Representation