Articles with public access mandates - Cao (Danica) XiaoLearn more
Not available anywhere: 1
Optimal collection of medical specimens and delivery to central laboratory
ZB Zabinsky, P Dulyakupt, S Zangeneh-Khamooshi, C Xiao, P Zhang, ...
Annals of Operations Research 287, 537-564, 2020
Mandates: US National Science Foundation
Available somewhere: 64
Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review
C Xiao, E Choi, J Sun
Journal of the American Medical Informatics Association (JAMIA), 2018
Mandates: US National Science Foundation, US National Institutes of Health
Patient subtyping via time-aware LSTM networks
IM Baytas, C Xiao, X Zhang, F Wang, AK Jain, J Zhou
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
Mandates: US National Science Foundation, US Department of Defense
Opportunities and Challenges in Deep Learning Methods on Electrocardiogram Data: A Systematic Review
S Hong, Y Zhou, J Shang, C Xiao, J Sun
Computers in Biology and Medicine, 2020
Mandates: US National Science Foundation, US National Institutes of Health
DeepPurpose: a deep learning library for drug–target interaction prediction
K Huang, T Fu, LM Glass, M Zitnik, C Xiao, J Sun
Bioinformatics 36 (22-23), 5545-5547, 2020
Mandates: US National Science Foundation, US National Institutes of Health
MolTrans: Molecular interaction transformer for drug target interaction prediction
K Huang, C Xiao, L Glass, J Sun
Bioinformatics, 2020
Mandates: US National Science Foundation, US National Institutes of Health
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare
E Choi, C Xiao, W Stewart, J Sun
NIPS 2018, 2018
Mandates: US National Science Foundation, US National Institutes of Health
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination
J Shang, C Xiao, T Ma, H Li, J Sun
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019
Mandates: US National Science Foundation, US National Institutes of Health
Data-driven subtyping of Parkinson’s disease using longitudinal clinical records: a cohort study
X Zhang, J Chou, J Liang, C Xiao, Y Zhao, H Sarva, C Henchcliffe, ...
Scientific reports 9 (1), 797, 2019
Mandates: US National Science Foundation
An RNN Architecture with Dynamic Temporal Matching for Personalized Predictions of Parkinson's Disease.
C Che, C Xiao, J Liang, B Jin, J Zhou, F Wang
SIAM International Conference on Data Mining (SDM 17), 2017
Mandates: US National Science Foundation, US Department of Defense, National Natural …
CASTER: Predicting Drug Interaction with Chemical Substructure Representation
K Huang, C Xiao, N Hoang, L Glass, J Sun
AAAI' 20, 2020
Mandates: US National Science Foundation, US National Institutes of Health
SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization
Y Yu, K Huang, C Zhang, LM Glass, J Sun, C Xiao
Bioinformatics 37 (18), 2988-2995, 2021
Mandates: US National Science Foundation, US National Institutes of Health
Readmission prediction via deep contextual embedding of clinical concepts
C Xiao, T Ma, AB Dieng, DM Blei, F Wang
PLoS One 13 (4), e0195024, 2018
Mandates: US National Science Foundation
Stan: Spatio-temporal attention network for pandemic prediction using real world evidence
J Gao, R Sharma, C Qian, LM Glass, J Spaeder, J Romberg, J Sun, ...
Journal of the American Medical Informatics Association (JAMIA), 2020
Mandates: US National Science Foundation, US National Institutes of Health
Artificial intelligence foundation for therapeutic science
K Huang, T Fu, W Gao, Y Zhao, Y Roohani, J Leskovec, CW Coley, ...
Nature chemical biology 18 (10), 1033-1036, 2022
Mandates: US National Science Foundation, US Department of Defense, US National …
StageNet: Stage-Aware Neural Networks for Health Risk Prediction
J Gao, C Xiao, Y Wang, W Tang, LM Glass, J Sun
Proceedings of The Web Conference 2020, 530–540, 2020
Mandates: US National Science Foundation, US National Institutes of Health, National …
Health-ATM: A Deep Architecture for Multifaceted Patient Health Record Representation and Risk Prediction
T Ma, C Xiao, F Wang
The SIAM International Conference on Data Mining (SDM 18), 2018
Mandates: US National Science Foundation
MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization
T Fu, C Xiao, X Li, LM Glass, J Sun
AAAI, 2020
Mandates: US National Science Foundation, US National Institutes of Health
CORE: Automatic Molecule Optimization using Copy and Refine Strategy
T Fu, C Xiao, J Sun
AAAI' 20, 2020
Mandates: US National Science Foundation, US National Institutes of Health
DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction
X Zhang, C Xiao, LM Glass, J Sun
The World Wide Web Conference (WWW' 20), 2020
Mandates: US National Science Foundation, US National Institutes of Health
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