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Weijie Sun
Weijie Sun
Other names孙 炜杰
Ph.D student in Computing Science, University of Alberta
Verified email at ualberta.ca - Homepage
Title
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Cited by
Year
Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms
W Sun, SV Kalmady, N Sepehrvand, A Salimi, Y Nademi, K Bainey, ...
NPJ Digital Medicine 6 (1), 21, 2023
82023
Learning accurate personalized survival models for predicting hospital discharge and mortality of COVID-19 patients
N Kumar, S Qi, LH Kuan, W Sun, J Zhang, R Greiner
Scientific reports 12 (1), 4472, 2022
72022
Multilabel 12-lead electrocardiogram classification using gradient boosting tree ensemble
AW Wong, W Sun, SV Kalmady, P Kaul, A Hindle
2020 Computing in Cardiology, 1-4, 2020
72020
Mathematical determination of the HIV-1 matrix shell structure and its impact on the biology of HIV-1
W Sun, E Reyes-Serratos, D Barilla, JRL Santos, M Bujold, S Graves, ...
Plos one 14 (11), e0224965, 2019
72019
An effective meaningful way to evaluate survival models
S Qi, N Kumar, M Farrokh, W Sun, LH Kuan, R Ranganath, R Henao, ...
arXiv preprint arXiv:2306.01196, 2023
62023
Semi-surrogate modelling of droplets evaporation process via XGBoost integrated CFD simulations
Y Yan, X Li, W Sun, X Fang, F He, J Tu
Science of The Total Environment 895, 164968, 2023
52023
SurvivalEVAL: A Comprehensive Open-Source Python Package for Evaluating Individual Survival Distributions
S Qi, W Sun, R Greiner
Proceedings of the AAAI Symposium Series 2 (1), 453-457, 2023
42023
Development and validation of echocardiography-based machine-learning models to predict mortality
A Valsaraj, SV Kalmady, V Sharma, M Frost, W Sun, N Sepehrvand, ...
EBioMedicine 90, 2023
32023
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale
W Sun, SV Kalmady, N Sepehrvand, LM Chu, Z Wang, A Salimi, A Hindle, ...
arXiv preprint arXiv:2211.10431, 2022
32022
ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets
W Sun, SV Kalmady, A Salimi, N Sepehrvand, E Ly, A Hindle, R Greiner, ...
arXiv preprint arXiv:2210.06291, 2022
32022
Challenging the Existing Model of the Hexameric HIV-1 Gag Lattice and MA Shell Superstructure: Implications for Viral Entry
JRL Santos, W Sun, TA Mangukia, E Reyes-Serratos, M Marcet-Palacios
Viruses 13 (8), 1515, 2021
32021
Improving the calibration of long term predictions of heart failure rehospitalizations using medical concept embedding
S Kalmady, W Sun, J Ezekowitz, N Fine, J Howlett, A Savu, R Greiner, ...
Survival Prediction-Algorithms, Challenges and Applications, 70-82, 2021
32021
An Empirical Study to Investigate Collaboration Among Developers in Open Source Software (OSS)
W Sun, S Iwuchukwu, AA Bangash, A Hindle
2023 IEEE/ACM 20th International Conference on Mining Software Repositoriesá…, 2023
12023
Supervised Electrocardiogram (ECG) Features Outperform Knowledge-based And Unsupervised Features In Individualized Survival Prediction
Y Nademi, SV Kalmady, W Sun, S Qi, A Hindle, P Kaul, R Greiner
Machine Learning for Health (ML4H), 368-384, 2023
2023
Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use Case
Y Nademi, SV Kalmady, W Sun, A Salimi, A Hindle, P Kaul, R Greiner
2023 19th International Symposium on Medical Information Processing andá…, 2023
2023
MACHINE-LEARNING FOR THE ELECTROCARDIOGRAM-BASED PREDICTION OF SHORT-TERM AND LONG-TERM MORTALITY AT THE TIME OF DISCHARGE IN A POPULATION-LEVEL COHORT OF PATIENTS WITH ACCESSá…
W Sun, S Kalmady, N Sepehrvand, A Salimi, Y Nademi, K Bainey, ...
Canadian Journal of Diabetes 47 (7), S178, 2023
2023
Validation of HIV-1 MA Shell Structural Arrangements and Env Protein Interactions Predict a Role of the MA Shell in Viral Maturation
TA Mangukia, JRL Santos, W Sun, D Cesarz, CD OrtÝz Hidalgo, ...
Viruses 15 (4), 893, 2023
2023
Predicting Individual Survival Distributions Using ECG: A Deep Learning Approach Utilizing Features Extracted by a Learned Diagnostic Model
W Sun, SV Kalmady, S Qi, N Sepehrvand, A Hindle, R Greiner, P Kaul
Proceedings of the AAAI Symposium Series 2 (1), 475-481, 2023
2023
Learning Models for Diagnosis and Prognosis from Electrocardiogram Data
W Sun
2023
Estimating Property Advertisement Values in the City of Edmonton
C Ferreira, D Silva, O Oleynikov, R Wottrich, W Sun, Y Ma
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