Cargando…
Determining The Role Of Radiation Oncologist Demographic Factors On Segmentation Quality: Insights From A Crowd-Sourced Challenge Using Bayesian Estimation
BACKGROUND: Medical image auto-segmentation is poised to revolutionize radiotherapy workflows. The quality of auto-segmentation training data, primarily derived from clinician observers, is of utmost importance. However, the factors influencing the quality of these clinician-derived segmentations ha...
Autores principales: | Wahid, Kareem A., Sahin, Onur, Kundu, Suprateek, Lin, Diana, Alanis, Anthony, Tehami, Salik, Kamel, Serageldin, Duke, Simon, Sherer, Michael V., Rasmussen, Mathis, Korreman, Stine, Fuentes, David, Cislo, Michael, Nelms, Benjamin E., Christodouleas, John P., Murphy, James D., Mohamed, Abdallah S. R., He, Renjie, Naser, Mohammed A., Gillespie, Erin F., Fuller, Clifton D. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491357/ https://www.ncbi.nlm.nih.gov/pubmed/37693394 http://dx.doi.org/10.1101/2023.08.30.23294786 |
Ejemplares similares
-
Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites
por: Wahid, Kareem A., et al.
Publicado: (2023) -
E pluribus unum: prospective acceptability benchmarking from the Contouring Collaborative for Consensus in Radiation Oncology crowdsourced initiative for multiobserver segmentation
por: Lin, Diana, et al.
Publicado: (2023) -
Weekly Intra-Treatment Diffusion Weighted Imaging Dataset for Head and Neck Cancer Patients Undergoing MR-linac Treatment
por: El-Habashy, Dina M, et al.
Publicado: (2023) -
The changing role of radiation oncology professionals in a world of AI – Just jobs lost – Or a solution to the under-provision of radiotherapy?
por: Korreman, Stine, et al.
Publicado: (2020) -
Towards interactive deep-learning for tumour segmentation in head and neck cancer radiotherapy
por: Wei, Zixiang, et al.
Publicado: (2022)