| Emotion fingerprints or emotion populations? A meta-analytic investigation of autonomic features of emotion categories. EH Siegel, MK Sands, W Van den Noortgate, P Condon, Y Chang, J Dy, ... Psychological bulletin 144 (4), 343, 2018 | 430 | 2018 |
| Cluster analysis in the COPDGene study identifies subtypes of smokers with distinct patterns of airway disease and emphysema PJ Castaldi, J Dy, J Ross, Y Chang, GR Washko, D Curran-Everett, ... Thorax 69 (5), 416-423, 2014 | 177 | 2014 |
| A Wide & Deep Transformer Neural Network for 12-Lead ECG Classification A Natarajan, Y Chang, S Mariani, A Rahman, G Boverman, S Vij, J Rubin International Conference in Computing in Cardiology, 2020 | 129 | 2020 |
| COPD subtypes identified by network-based clustering of blood gene expression Y Chang, K Glass, YY Liu, EK Silverman, JD Crapo, R Tal-Singer, ... Genomics 107 (2-3), 51-58, 2016 | 53 | 2016 |
| Lobar emphysema distribution is associated with 5-year radiological disease progression A Boueiz, Y Chang, MH Cho, GR Washko, RSJ Estépar, RP Bowler, ... Chest 153 (1), 65-76, 2018 | 46 | 2018 |
| Interpretable clustering via discriminative rectangle mixture model J Chen, Y Chang, B Hobbs, P Castaldi, M Cho, E Silverman, J Dy 2016 IEEE 16th international conference on data mining (ICDM), 823-828, 2016 | 45 | 2016 |
| Informative subspace learning for counterfactual inference Y Chang, J Dy Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 32 | 2017 |
| Phenotypic and genetic heterogeneity among subjects with mild airflow obstruction in COPDGene JH Lee, MH Cho, MLN McDonald, CP Hersh, PJ Castaldi, JD Crapo, ... Respiratory medicine 108 (10), 1469-1480, 2014 | 32 | 2014 |
| A Robust-Equitable Copula Dependence Measure for Feature Selection Y Chang, Y Li, A Ding, J Dy The 19th International Conference on Artificial Intelligence and Statistics …, 2016 | 30 | 2016 |
| A Bayesian nonparametric model for disease subtyping: application to emphysema phenotypes JC Ross, PJ Castaldi, MH Cho, J Chen, Y Chang, JG Dy, EK Silverman, ... IEEE transactions on medical imaging 36 (1), 343-354, 2016 | 26 | 2016 |
| Early prediction of hemodynamic interventions in the intensive care unit using machine learning A Rahman, Y Chang, J Dong, B Conroy, A Natarajan, T Kinoshita, ... Critical Care 25, 1-9, 2021 | 20 | 2021 |
| Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome E Schwager, K Jansson, A Rahman, S Schiffer, Y Chang, G Boverman, ... NPJ Digital Medicine 4 (1), 133, 2021 | 19 | 2021 |
| A robust-equitable measure for feature ranking and selection AA Ding, JG Dy, Y Li, Y Chang Journal of Machine Learning Research 18 (71), 1-46, 2017 | 17 | 2017 |
| Multiple clustering views from multiple uncertain experts Y Chang, J Chen, MH Cho, PJ Castaldi, EK Silverman, JG Dy International Conference on Machine Learning, 674-683, 2017 | 16 | 2017 |
| Clustering with domain-specific usefulness scores Y Chang, J Chen, MH Cho, PJ Castaidi, EK Silverman, JG Dy Proceedings of the 2017 SIAM International Conference on Data Mining, 207-215, 2017 | 13 | 2017 |
| A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series Y Chang, J Rubin, G Boverman, S Vij, A Rahman, A Natarajan, ... International Conference in Computing in Cardiology 46, 2019 | 11 | 2019 |
| Solving interpretable kernel dimension reduction C Wu, J Miller, Y Chang, M Sznaier, J Dy arXiv preprint arXiv:1909.03093, 2019 | 10 | 2019 |
| Solving interpretable kernel dimensionality reduction C Wu, J Miller, Y Chang, M Sznaier, J Dy Advances in Neural Information Processing Systems 32, 2019 | 9 | 2019 |
| Convolution-free waveform transformers for multi-lead ECG classification A Natarajan, G Boverman, Y Chang, C Antonescu, J Rubin 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 8 | 2021 |
| Early Prediction of Cardiogenic Shock Using Machine Learning Y Chang, C Antonescu, S Ravindranath, J Dong, M Lu, F Vicario, ... Frontiers in Cardiovascular Medicine, 1868, 2022 | 7 | 2022 |
Jennifer DyElectrical and Computer Engineering, Northeastern UniversityVerified email at ece.neu.edu
