Automation and artificial intelligence in radiation therapy treatment planning
S Jones, K Thompson, B Porter… - Journal of Medical …, 2024 - Wiley Online Library
Automation and artificial intelligence (AI) is already possible for many radiation therapy
planning and treatment processes with the aim of improving workflows and increasing …
planning and treatment processes with the aim of improving workflows and increasing …
[HTML][HTML] An open source auto-segmentation algorithm for delineating heart and substructures–Development and validation within a multicenter lung cancer cohort
A Olloni, EL Lorenzen, SS Jeppesen… - Radiotherapy and …, 2024 - Elsevier
Background and purpose Irradiation of the heart in thoracic cancers raises toxicity concerns.
For accurate dose estimation, automated heart and substructure segmentation is potentially …
For accurate dose estimation, automated heart and substructure segmentation is potentially …
Deep learning–based automatic segmentation of cardiac substructures for lung cancers
Purpose Accurate and comprehensive segmentation of cardiac substructures is crucial for
minimizing the risk of radiation-induced heart disease in lung cancer radiotherapy. We …
minimizing the risk of radiation-induced heart disease in lung cancer radiotherapy. We …
[HTML][HTML] Artificial Intelligence–Based Autosegmentation: Advantages in Delineation, Absorbed Dose-Distribution, and Logistics
GR Sarria, F Kugel, F Roehner, J Layer… - Advances in Radiation …, 2024 - Elsevier
Purpose The study's purpose was to compare the performance of artificial intelligence (AI) in
auto-contouring compared with a human practitioner in terms of precision, differences in …
auto-contouring compared with a human practitioner in terms of precision, differences in …
[HTML][HTML] Auto-contouring of cardiac substructures for Stereotactic arrhythmia radioablation (STAR): A STOPSTORM. eu consortium study
LHG van der Pol, O Blanck, M Grehn, T Blazek… - Radiotherapy and …, 2025 - Elsevier
Abstract Background/Purpose High doses to healthy cardiac substructures (CS) in
stereotactic arrhythmia radioablation (STAR) raise concerns regarding potential treatment …
stereotactic arrhythmia radioablation (STAR) raise concerns regarding potential treatment …
Assessment of lymph node area coverage with total marrow irradiation and implementation of total marrow and lymphoid irradiation using automated deep learning …
Background Total marrow irradiation (TMI) and total marrow and lymphoid irradiation (TMLI)
have the advantages. However, delineating target lesions according to TMI and TMLI plans …
have the advantages. However, delineating target lesions according to TMI and TMLI plans …
Cardiac substructure delineation in radiation therapy–A state‐of‐the‐art review
RN Finnegan, A Quinn, J Booth… - Journal of Medical …, 2024 - Wiley Online Library
Delineation of cardiac substructures is crucial for a better understanding of radiation‐related
cardiotoxicities and to facilitate accurate and precise cardiac dose calculation for develo** …
cardiotoxicities and to facilitate accurate and precise cardiac dose calculation for develo** …
Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data
Standardising structure volume names in radiotherapy (RT) data is necessary to enable data
mining and analyses, especially across multi-institutional centres. This process is time and …
mining and analyses, especially across multi-institutional centres. This process is time and …
[HTML][HTML] PyDicer: An open-source python library for conversion and analysis of radiotherapy DICOM data
The organisation, conversion, cleaning and processing of DICOM data is an ongoing
challenge across medical image analysis research projects. PyDicer (PYthon Dicom Image …
challenge across medical image analysis research projects. PyDicer (PYthon Dicom Image …
[HTML][HTML] The influence of cardiac substructure dose on survival in a large lung cancer stereotactic radiotherapy cohort using a robust personalized contour analysis
LHG van der Pol, J Pomp, FAAM Hoesein… - Physics and Imaging in …, 2024 - Elsevier
Abstract Background/Purpose: Radiation-induced cardiac toxicity in lung cancer patients
has received increased attention since RTOG 0617. However, large cohort studies with …
has received increased attention since RTOG 0617. However, large cohort studies with …