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 | 10 | 2023 |
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 | 8 | 2023 |
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 | 7 | 2022 |
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 | 7 | 2020 |
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 | 7 | 2019 |
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 | 5 | 2023 |
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 | 5 | 2023 |
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 | 4 | 2023 |
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 | 4 | 2022 |
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 | 4 | 2022 |
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 | 3 | 2021 |
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 | 3 | 2021 |
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 Repositories …, 2023 | 1 | 2023 |
Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level SV Kalmady, A Salimi, W Sun, N Sepehrvand, Y Nademi, K Bainey, ... npj Digital Medicine 7 (1), 133, 2024 | | 2024 |
Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data V Agrawal, SV Kalmady, VM Malipeddi, MV Manthena, W Sun, S Islam, ... arXiv preprint arXiv:2405.00725, 2024 | | 2024 |
SEQSIM-A novel bioinformatics tool for comparisons of upstream gene regions-a case study of calcium binding protein spermatid associated 1 (CABS1) JRL Santos, W Sun, AD Befus, M Marcet-Palacios bioRxiv, 2024.05. 03.592313, 2024 | | 2024 |
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 and …, 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 ACCESS … 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 Ortíz Hidalgo, ... Viruses 15 (4), 893, 2023 | | 2023 |