Philip Ciunkiewicz
Philip Ciunkiewicz
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Cited by
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
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
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
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
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
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
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
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, 2024
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
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
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
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