Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

por Theodorou, Brandon, Xiao, Cao, Sun, Jimeng
Publicado 2023

Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language model

por Theodorou, Brandon, Xiao, Cao, Sun, Jimeng
Publicado 2023

Author Correction: Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language model

por Theodorou, Brandon, Xiao, Cao, Sun, Jimeng
Publicado 2023

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

por Xiao, Cao, Choi, Edward, Sun, Jimeng
Publicado 2018

Personalized Predictive Modeling and Risk Factor Identification using Patient Similarity

por Ng, Kenney, Sun, Jimeng, Hu, Jianying, Wang, Fei
Publicado 2015

Using recurrent neural network models for early detection of heart failure onset

por Choi, Edward, Schuetz, Andy, Stewart, Walter F, Sun, Jimeng
Publicado 2017

Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later

por Isgut, Monica, Sun, Jimeng, Quyyumi, Arshed A., Gibson, Greg
Publicado 2021

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

Matching Patients to Clinical Trials with Large Language Models

por Jin, Qiao, Wang, Zifeng, Floudas, Charalampos S., Sun, Jimeng, Lu, Zhiyong
Publicado 2023

Discriminative and Distinct Phenotyping by Constrained Tensor Factorization

por Kim, Yejin, El-Kareh, Robert, Sun, Jimeng, Yu, Hwanjo, Jiang, Xiaoqian
Publicado 2017

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

Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources

por Huang, Yingxiang, Lee, Junghye, Wang, Shuang, Sun, Jimeng, Liu, Hongfang, Jiang, Xiaoqian
Publicado 2018

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

Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis

por Lee, Junghye, Sun, Jimeng, Wang, Fei, Wang, Shuang, Jun, Chi-Hyuck, Jiang, Xiaoqian
Publicado 2018

Expert-level sleep scoring with deep neural networks

por Biswal, Siddharth, Sun, Haoqi, Goparaju, Balaji, Westover, M Brandon, Sun, Jimeng, Bianchi, Matt T
Publicado 2018

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