Adapting automated treatment planning configurations across international centres for prostate radiotherapy [PDF]
Background and purpose: Automated configurations are increasingly utilised for radiotherapy treatment planning. This study investigates whether automated treatment planning configurations are adaptable across clinics with different treatment planning ...
Dale Roach +7 more
doaj +2 more sources
Dosimetric Evaluation of Pinnacle's Automated Treatment Planning Software to Manually Planned Treatments. [PDF]
Introduction: With the advent of complex treatment techniques like volumetric modulated arc therapy, there has been increasing interest in treatment planning technologies aimed at reducing planning time. One of these such technologies is auto-planning, which is an automated planning module
McConnell KA +14 more
europepmc +4 more sources
Initial evaluation of automated treatment planning software. [PDF]
Even with advanced inverse‐planning techniques, radiation treatment plan optimization remains a very time‐consuming task with great output variability, which prompted the development of more automated approaches. One commercially available technique mimics the actions of experienced human operators to progressively guide the traditional optimization ...
Gintz D +6 more
europepmc +4 more sources
Automated diagnosis and treatment planning in dentistry [PDF]
This study aims to investigate the perceptions and experiences regarding automated diagnosis and treatment planning in dentistry. The field of automated diagnosis and treatment planning is rapidly evolving, leveraging advanced technologies such as artificial intelligence (AI) and machine learning to enhance patient care and outcomes.
Salman Aziz +5 more
openaire +2 more sources
An automated treatment planning portfolio for whole breast radiotherapy. [PDF]
Abstract Background Automation in radiotherapy presents a promising solution to the increasing cancer burden and workforce shortages. However, existing automated methods for breast radiotherapy lack a comprehensive, end‐to‐end solution that meets varying standards of care.
Baroudi H +22 more
europepmc +3 more sources
Automated Radiation Treatment Planning for Cervical Cancer [PDF]
The radiation treatment-planning process includes contouring, planning, and reviewing the final plan, and each component requires substantial time and effort from multiple experts. Automation of treatment planning can save time and reduce the cost of radiation treatment, and potentially provides more consistent and better quality plans. With the recent
Rhee, Dong Joo +5 more
openaire +4 more sources
Planning comparison of five automated treatment planning solutions for locally advanced head and neck cancer [PDF]
Background Automated treatment planning and/or optimization systems (ATPS) are in the process of broad clinical implementation aiming at reducing inter-planner variability, reducing the planning time allocated for the optimization process and improving ...
J. Krayenbuehl +7 more
doaj +2 more sources
Validation of automated script-based proton therapy optimisation for comparative head and neck planning [PDF]
Background and purpose: Proton and photon plan comparison is often the gateway to proton therapy for head and neck cancer (HNC). Manual planning is resource demanding, whereas automated planning may efficiently create consistent treatment plans.
Marte Kåstad Høiskar +4 more
doaj +2 more sources
Correction to: Planning comparison of five automated treatment planning solutions for locally advanced head and neck cancer [PDF]
Following publication of the original article [1], the authors reported that one of the authors’ names was processed incorrectly.
J. Krayenbuehl +7 more
doaj +2 more sources
Fully automated noncoplanar radiation therapy treatment planning [PDF]
AbstractPurposeTo perform fully automated noncoplanar (NC) treatment planning, we propose a method called NC‐POPS to produce NC plans using the Pareto optimal projection search (POPS) algorithm.MethodsNC radiation therapy treatment planning has the potential to improve dosimetric quality as compared to traditional coplanar techniques.
Huang, Charles, Yang, Yong, Xing, Lei
openaire +3 more sources

