Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer

High dose-rate brachytherapy presents a promising therapeutic avenue for prostate cancer management, involving the temporary implantation of catheters which deliver radioactive sources to the cancerous site. However, as catheters puncture and penetrate the prostate, tissue deformation is evident which may affect the accuracy and efficiency of the treatment. In this work, a data-driven <i>in silico</i> modelling procedure is proposed to simulate brachytherapy while accounting for prostate biomechanics. Comprehensive magnetic resonance and transrectal ultrasound images acquired prior, during and post brachytherapy are employed for model personalisation, while the therapeutic procedure is simulated via sequential insertion of multiple catheters in the prostate gland. The medical imaging data are also employed for model evaluation, thus, demonstrating the potential of the proposed <i>in silico</i> procedure to be utilised pre- and intra-operatively in the clinical setting.

Authors

Institutions

Publication Details

Journal
Frontiers in Physiology
Published
2024-10-24
DOI
https://doi.org/10.3389/fphys.2024.1491144
Citations
6
Primary Topic
Advanced Radiotherapy Techniques
Type
article
Field-Weighted Citation Impact
3.65
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer

Myrianthi Hadjicharalambous, Vasileios Vavourakis, Eleftherios Ioannou, Karol Miller et al.
6 citations
Frontiers in Physiology
Advanced Radiotherapy Techniques
3.65
article

Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer

Myrianthi Hadjicharalambous, Vasileios Vavourakis, Eleftherios Ioannou, Karol Miller, Paul Doolan, George C. Bourantas, Iosif Strouthos, Yiannis Roussakis, Constantinos Zamboglou
article en
6 citations

Abstract

High dose-rate brachytherapy presents a promising therapeutic avenue for prostate cancer management, involving the temporary implantation of catheters which deliver radioactive sources to the cancerous site. However, as catheters puncture and penetrate the prostate, tissue deformation is evident which may affect the accuracy and efficiency of the treatment. In this work, a data-driven <i>in silico</i> modelling procedure is proposed to simulate brachytherapy while accounting for prostate biomechanics. Comprehensive magnetic resonance and transrectal ultrasound images acquired prior, during and post brachytherapy are employed for model personalisation, while the therapeutic procedure is simulated via sequential insertion of multiple catheters in the prostate gland. The medical imaging data are also employed for model evaluation, thus, demonstrating the potential of the proposed <i>in silico</i> procedure to be utilised pre- and intra-operatively in the clinical setting.

Frontiers in PhysiologyVol. 15
University of Patras (GR), The University of Western Australia (AU), University of Cyprus (CY), Limassol General Hospital (CY), Intelligent Systems Research (United States) (US), University College London (GB)
Good health and well-being
Openalex Percentile: Top 7%
Advanced Radiotherapy Techniques
3.65
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.