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

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

Abstract 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, se...

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Bibliographic Details
Main Authors: Óscar Llorián-Salvador, Joachim Akhgar, Steffi Pigorsch, Kai Borm, Stefan Münch, Denise Bernhardt, Burkhard Rost, Miguel A. Andrade-Navarro, Stephanie E. Combs, Jan C. Peeken
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-43768-6

Internet

https://doi.org/10.1038/s41598-023-43768-6

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