The Relationship between the Contouring Time of the Metal Artifacts Area and Metal Artifacts in Head and Neck Radiotherapy.
Kouji KatsuraSatoshi TanabeHisashi NakanoMadoka SakaiAtsushi OhtaMotoki KaiduMarie SogaTaichi KobayashiMasaki TakamuraTakafumi HayashiPublished in: Tomography (Ann Arbor, Mich.) (2023)
(1) Background: The impacts of metal artifacts (MAs) on the contouring workload for head and neck radiotherapy have not yet been clarified. Therefore, this study evaluated the relationship between the contouring time of the MAs area and MAs on head and neck radiotherapy treatment planning. (2) Methods: We used treatment planning computed tomography (CT) images for head and neck radiotherapy. MAs were classified into three severities by the percentage of CT images containing MAs: mild (<25%), moderate (25-75%), and severe (>75%). We randomly selected nine patients to evaluate the relationship between MAs and the contouring time of the MAs area. (3) Results: The contouring time of MAs showed moderate positive correlations with the MAs volume and the number of CT images containing MAs. Interobserver reliability of the extracted MAs volume and contouring time were excellent and poor, respectively. (4) Conclusions: Our study suggests that the contouring time of MAs areas is related to individual commitment rather than clinical experience. Therefore, the development of software combining metal artifact reduction methods with automatic contouring methods is necessary to reducing interobserver variability and contouring workload.
Keyphrases
- weight loss
- computed tomography
- image quality
- early stage
- deep learning
- dual energy
- magnetic resonance imaging
- radiation induced
- positron emission tomography
- contrast enhanced
- locally advanced
- squamous cell carcinoma
- convolutional neural network
- optical coherence tomography
- machine learning
- newly diagnosed
- early onset
- chronic kidney disease
- patient reported
- data analysis
- cell fate