Evaluation of a machine-learning algorithm for treatment planning in prostate low-dose-rate brachytherapy
A Nicolae, G Morton, H Chung, A Loblaw, S Jain… - International Journal of …, 2017 - Elsevier
Purpose This work presents the application of a machine learning (ML) algorithm to
automatically generate high-quality, prostate low-dose-rate (LDR) brachytherapy treatment …
automatically generate high-quality, prostate low-dose-rate (LDR) brachytherapy treatment …
[HTML][HTML] Conventional vs machine learning–based treatment planning in prostate brachytherapy: Results of a Phase I randomized controlled trial
A Nicolae, M Semple, L Lu, M Smith, H Chung… - Brachytherapy, 2020 - Elsevier
Purpose The purpose of this study was to evaluate the noninferiority of Day 30 dosimetry
between a machine learning–based treatment planning system for prostate low-dose-rate …
between a machine learning–based treatment planning system for prostate low-dose-rate …
Development of a machine learning model for optimal applicator selection in high-dose-rate cervical brachytherapy
K Stenhouse, M Roumeliotis, P Ciunkiewicz… - Frontiers in …, 2021 - frontiersin.org
Purpose To develop and validate a preliminary machine learning (ML) model aiding in the
selection of intracavitary (IC) versus hybrid interstitial (IS) applicators for high-dose-rate …
selection of intracavitary (IC) versus hybrid interstitial (IS) applicators for high-dose-rate …
Rapid treatment planning for low-dose-rate prostate brachytherapy with TP-GAN
TA Aleef, IT Spadinger, MD Peacock… - … Conference on Medical …, 2021 - Springer
Abstract Treatment planning in low-dose-rate prostate brachytherapy (LDR-PB) aims to
produce arrangement of implantable radioactive seeds that deliver a minimum prescribed …
produce arrangement of implantable radioactive seeds that deliver a minimum prescribed …
Centre-specific autonomous treatment plans for prostate brachytherapy using cGANs
TA Aleef, IT Spadinger, MD Peacock… - International Journal of …, 2021 - Springer
Purpose In low-dose-rate prostate brachytherapy (LDR-PB), treatment planning is the
process of determining the arrangement of implantable radioactive sources that radiates the …
process of determining the arrangement of implantable radioactive sources that radiates the …
Initial clinical assessment of “center-specific” automated treatment plans for low-dose-rate prostate brachytherapy
ME Babadagli, J Doucette, N Usmani, J Amanie… - Brachytherapy, 2018 - Elsevier
Purpose To report results of an initial pilot study assessing iodine-125 prostate implant
treatment plans created automatically by a new seed-placement method. Methods and …
treatment plans created automatically by a new seed-placement method. Methods and …
Knowledge-based brachytherapy planning based on primitive features computed from anatomical contour data
A Ravi, A Nicolae - US Patent 10,967,199, 2021 - Google Patents
US10967199B2 - Knowledge-based brachytherapy planning based on primitive features
computed from anatomical contour data - Google Patents US10967199B2 - Knowledge-based …
computed from anatomical contour data - Google Patents US10967199B2 - Knowledge-based …
Information fusion for prostate brachytherapy planning
S Nouranian - 2016 - open.library.ubc.ca
Low-dose-rate prostate brachytherapy is a minimally invasive treatment approach for
localized prostate cancer. It takes place in one session by permanent implantation of several …
localized prostate cancer. It takes place in one session by permanent implantation of several …