The importance of planning CT-based imaging features for machine learning-based prediction of pain response

Patients suffering from painful spinal bone metastases (PSBMs) often undergo palliative radiation therapy (RT), with an efficacy of approximately two thirds of patients. In this exploratory investigation, we assessed the effectiveness of machine learning (ML) models trained on radiomics, semantic an...

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Detalles Bibliográficos
Autores principales: Llorián-Salvador, Óscar, Akhgar, Joachim, Pigorsch, Steffi, Borm, Kai, Münch, Stefan, Bernhardt, Denise, Rost, Burkhard, Andrade-Navarro, Miguel A., Combs, Stephanie E., Peeken, Jan C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576053/
https://www.ncbi.nlm.nih.gov/pubmed/37833283
http://dx.doi.org/10.1038/s41598-023-43768-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576053/
https://www.ncbi.nlm.nih.gov/pubmed/37833283
http://dx.doi.org/10.1038/s41598-023-43768-6

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