| Agent-based epidemiological modeling of COVID-19 in localized environments P Ciunkiewicz, W Brooke, M Rogers, S Yanushkevich Computers in Biology and Medicine 144, 105396, 2022 | 19 | 2022 |
| Development of a Machine Learning Model for Optimal Applicator Selection in High-Dose-Rate Cervical Brachytherapy K Stenhouse, M Roumeliotis, P Ciunkiewicz, R Banerjee, S Yanushkevich, ... Frontiers in oncology 11, 145, 2021 | 14 | 2021 |
| Assessment of tissue toxicity risk in breast radiotherapy using Bayesian networks P Ciunkiewicz, M Roumeliotis, K Stenhouse, P McGeachy, S Quirk, ... Medical physics 49 (6), 3585-3596, 2022 | 4 | 2022 |
| Modelling Toxicity Risk and Uncertainty in Breast Radiotherapy with Bayesian Networks P Ciunkiewicz, M Roumeliotis, K Stenhouse, P McGeachy, P Grendarova, ... Medical Physics 48 (6), 2021 | 3 | 2021 |
| Use of machine learning algorithms to identify predictive geometric features for optimal applicator selection in high dose-rate (HDR) cervical brachytherapy K Stenhouse, P Ciunkiewicz, M Roumeliotis, P McGeachy Medical Physics 46 (11), 5397-5398, 2019 | 3 | 2019 |
| Improved design of bayesian networks for modelling toxicity risk in breast radiotherapy using dynamic discretization P Ciunkiewicz, S Yanushkevich, M Roumeliotis, K Stenhouse, ... 2022 International joint conference on neural networks (IJCNN), 01-08, 2022 | 2 | 2022 |
| Prospective validation of a machine learning model for applicator and hybrid interstitial needle selection in high-dose-rate (HDR) cervical brachytherapy K Stenhouse, M Roumeliotis, P Ciunkiewicz, K Martell, S Quirk, ... Brachytherapy 23 (3), 368-376, 2024 | 1 | 2024 |
| Prospective Application of an Artificial Intelligence Decision Support Tool for Applicator and Needle Selection in High-Dose-Rate Brachytherapy for Cervical Cancer Patients K Stenhouse, P McGeachy, K Martell, RN Banerjee, T Phan, CM Doll, ... International Journal of Radiation Oncology, Biology, Physics 117 (2), e540-e541, 2023 | 1 | 2023 |
| Decision Support Component for the Localized Epidemiological Modelling of COVID-19 P Ciunkiewicz, S Yanushkevich 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 759-764, 2023 | | 2023 |
| 165 Dosimetric Impact of Using Machine Learning-Predicted Hybrid Interstitial Needle Arrangements for High-Dose-Rate Cervical Brachytherapy K Stenhouse, S Quirk, M Roumeliotis, K Martell, R Banerjee, T Phan, ... Radiotherapy and Oncology 186, S74-S75, 2023 | | 2023 |
| Identifying Predictive Geometric Features for Ideal Applicator Selection in High Dose Rate Cervical Brachytherapy via a Data-Driven Analytic Approach P Ciunkiewicz, K Stenhouse, M Roumeliotis, P McGeachy Medical Physics 46 (11), 5397, 2019 | | 2019 |
Svetlana YanushkevichProfessor, University of CalgaryVerified email at ucalgary.ca