MolTrans: Molecular Interaction Transformer for drug–target interaction prediction

por Huang, Kexin, Xiao, Cao, Glass, Lucas M, Sun, Jimeng
Publicado 2020

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

por Fu, Tianfan, Xiao, Cao, Glass, Lucas M., Sun, Jimeng
Publicado 2022

FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection

por Qiao, Zhi, Bae, Austin, Glass, Lucas M, Xiao, Cao, Sun, Jimeng
Publicado 2020

SkipGNN: predicting molecular interactions with skip-graph networks

por Huang, Kexin, Xiao, Cao, Glass, Lucas M., Zitnik, Marinka, Sun, Jimeng
Publicado 2020

HINT: Hierarchical interaction network for clinical-trial-outcome predictions

por Fu, Tianfan, Huang, Kexin, Xiao, Cao, Glass, Lucas M., Sun, Jimeng
Publicado 2022

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

por Gao, Junyi, Heintz, Joerg, Mack, Christina, Glass, Lucas, Cross, Adam, Sun, Jimeng
Publicado 2023

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

por Yu, Yue, Huang, Kexin, Zhang, Chao, Glass, Lucas M, Sun, Jimeng, Xiao, Cao
Publicado 2021

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

por Huang, Kexin, Fu, Tianfan, Glass, Lucas M, Zitnik, Marinka, Xiao, Cao, Sun, Jimeng
Publicado 2020

STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization

por Kargas, Nikos, Qian, Cheng, Sidiropoulos, Nicholas D., Xiao, Cao, Glass, Lucas M., Sun, Jimeng
Publicado 2020

Machine learning applications for therapeutic tasks with genomics data

por Huang, Kexin, Xiao, Cao, Glass, Lucas M., Critchlow, Cathy W., Gibson, Greg, Sun, Jimeng
Publicado 2021

Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction

por Ljubic, Branimir, Roychoudhury, Shoumik, Cao, Xi Hang, Pavlovski, Martin, Obradovic, Stefan, Nair, Richard, Glass, Lucas, Obradovic, Zoran
Publicado 2020

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

por Gao, Junyi, Sharma, Rakshith, Qian, Cheng, Glass, Lucas M, Spaeder, Jeffrey, Romberg, Justin, Sun, Jimeng, Xiao, Cao
Publicado 2021