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A Machine Learning Multilayer Meta-Model for Prediction of Postoperative Lung Function in Lung Cancer Patients

The goal of this paper is to inform the machine learning community of our results obtained during the development of a system for the assessment of the postoperative lung function of patients suffering from lung cancer. The system is based on a new multilayer regression meta-model, which predicts in...

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Principais autores: Radomir Vešović, Milan Milosavljević, Marija Punt, Jelica Radomirović
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-02-01
Serier:Applied Sciences
Fag:
machine learning
stacked learning
forced expiratory volume
SHAP
personalized treatment
Online adgang:https://www.mdpi.com/2076-3417/14/4/1566
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