Advancing precision prognostication in neuro-oncology: Machine learning models for data-driven personalized survival predictions in IDH-wildtype glioblastoma.

Mert KarabacakPemla JagtianiLong DiAshish H ShahRicardo J Komotar Konstantinos Margetis

Published in: Neuro-oncology advances (2024)

This study establishes ML models tailored to individual patients to enhance GBM prognostication. Future work should focus on external validation and dynamic updating as new data emerge.

Keyphrases

machine learning
end stage renal disease
ejection fraction
newly diagnosed
big data
palliative care
prognostic factors
working memory
deep learning
free survival
data analysis