Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data M Ravaut, H Sadeghi, KK Leung, M Volkovs, K Kornas, V Harish, ... NPJ digital medicine 4 (1), 1-12, 2021 | 76 | 2021 |
Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes M Ravaut, V Harish, H Sadeghi, KK Leung, M Volkovs, K Kornas, ... JAMA network open 4 (5), e2111315-e2111315, 2021 | 57 | 2021 |
Temporal Dependencies in Feature Importance for Time Series Prediction KK Leung, C Rooke, J Smith, S Zuberi, M Volkovs International Conference on Learning Representations, 0 | 20* | |
Temporal Dependencies in Feature Importance for Time Series Predictions C Rooke, J Smith, KK Leung, M Volkovs, S Zuberi arXiv preprint arXiv:2107.14317, 2021 | 9 | 2021 |
Diabetes mellitus forecasting using population health data in Ontario, Canada M Ravaut, H Sadeghi, KK Leung, M Volkovs, LC Rosella arXiv preprint arXiv:1904.04137, 2019 | 8 | 2019 |
Dynamic analysis and monitoring of machine learning processes RHO Barum, KK Leung, M Volkovs, TJ Poutanen US Patent App. 17/063,847, 2022 | 5 | 2022 |
Predicting occurrences of targeted attrition events using trained artificial-intelligence processes KK Leung, M Volkovs, TJ Poutanen US Patent App. 17/714,288, 2022 | 4 | 2022 |
The complex Monge–Ampère equation, Zoll metrics and algebraization DM Burns, KK Leung Mathematische Annalen 371 (1), 1-40, 2018 | 4 | 2018 |
Regularization of recurrent machine-learned architectures M Volkovs, MJR Ravaut, KK Leung, H Sadeghi US Patent App. 16/435,213, 2020 | 1* | 2020 |
Complex Geometric Invariants Associated to Zoll Manifolds. KK Leung | 1 | 2014 |
Developing Machine Learning Algorithms on Routinely Collected Administrative Health Data-Lessons from Ontario, Canada. V Harish, M Ravaut, SE Yi, J Gutierrez, H Sadeghi, KK Leung, T Watson, ... International Journal of Population Data Science 7 (3), 2022 | | 2022 |
A Twistor Transform for the Kobayashi Metric on a Convex Domain J Bland, D Burns, KK Leung Geometric Complex Analysis, 55-72, 2018 | | 2018 |