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Ping Zhang
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Risk Prediction with Electronic Health Records: A Deep Learning Approach
Y Cheng, F Wang, P Zhang, J Hu
SIAM International Conference on Data Mining (SDM16), 2016
4682016
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations
X Yue, Z Wang, J Huang, S Parthasarathy, S Moosavinasab, Y Huang, ...
Bioinformatics, btz718, 2020
3492020
Interpretable Drug Target Prediction Using Deep Neural Representation
KY Gao, A Fokoue, H Luo, A Iyengar, S Dey, P Zhang
The 27th International Joint Conference on Artificial Intelligence, 3371-3377, 2018
2352018
Label propagation prediction of drug-drug interactions based on clinical side effects
P Zhang, F Wang, J Hu, R Sorrentino
Scientific reports 5 (1), 12339, 2015
2132015
Combining structured and unstructured data for predictive models: a deep learning approach
D Zhang, C Yin, J Zeng, X Yuan, P Zhang
BMC Medical Informatics and Decision Making 20 (1), 1-11, 2020
1632020
Towards Personalized Medicine: Leveraging Patient Similarity and Drug Similarity Analytics
P Zhang, F Wang, J Hu, R Sorrentino
AMIA Summits Transl Sci Proc, 132-136, 2014
1452014
A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing
TH Pham, Y Qiu, J Zeng, L Xie, P Zhang
Nature machine intelligence 3 (3), 247-257, 2021
1362021
Predicting adverse drug reactions through interpretable deep learning framework
S Dey, H Luo, A Fokoue, J Hu, P Zhang
BMC bioinformatics 19, 1-13, 2018
1272018
Contrastive attention for automatic chest x-ray report generation
F Liu, C Yin, X Wu, S Ge, P Zhang, X Sun
Findings of Annual Meeting of the Association for Computational Linguistics …, 2021
1232021
Systematic prediction of drug combinations based on clinical side-effects
H Huang, P Zhang, XA Qu, P Sanseau, L Yang
Scientific reports 4 (1), 7160, 2014
1052014
Large-scale structural and textual similarity-based mining of knowledge graph to predict drug–drug interactions
I Abdelaziz, A Fokoue, O Hassanzadeh, P Zhang, M Sadoghi
Journal of Web Semantics 44, 104-117, 2017
1022017
Towards drug repositioning: a unified computational framework for integrating multiple aspects of drug similarity and disease similarity
P Zhang, F Wang, J Hu
AMIA annual symposium proceedings 2014, 1258, 2014
992014
Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram
D Zhang, S Yang, X Yuan, P Zhang
iScience 24 (4), 102373, 2021
892021
Predicting changes in hypertension control using electronic health records from a chronic disease management program
J Sun, CD McNaughton, P Zhang, A Perer, A Gkoulalas-Divanis, ...
Journal of the American Medical Informatics Association 21 (2), 337-344, 2014
832014
DDI-CPI, a server that predicts drug–drug interactions through implementing the chemical–protein interactome
H Luo, P Zhang, H Huang, J Huang, E Kao, L Shi, L He, L Yang
Nucleic acids research 42 (W1), W46-W52, 2014
782014
Domain Knowledge Guided Deep Learning with Electronic Health Records
C Yin, R Zhao, B Qian, X Lv, P Zhang
IEEE International Conference on Data Mining (ICDM19), 2019
702019
DeepDRiD: Diabetic retinopathy—grading and image quality estimation challenge
R Liu, X Wang, Q Wu, L Dai, X Fang, T Yan, J Son, S Tang, J Li, Z Gao, ...
Patterns 3 (6), 100512, 2022
692022
Predicting drug-drug interactions through large-scale similarity-based link prediction
A Fokoue, M Sadoghi, O Hassanzadeh, P Zhang
The Semantic Web. Latest Advances and New Domains: 13th International …, 2016
682016
Exploring the associations between drug side-effects and therapeutic indications
F Wang, P Zhang, N Cao, J Hu, R Sorrentino
Journal of biomedical informatics 51, 15-23, 2014
672014
Clinical Risk Prediction with Multilinear Sparse Logistic Regression
F Wang, P Zhang, B Qian, X Wang, I Davidson
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD14), 2014
622014
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