Prediction of ECOG Performance Status of Lung Cancer Patients Using LIME-Based Machine Learning

Prediction of ECOG Performance Status of Lung Cancer Patients Using LIME-Based Machine Learning

The Eastern Cooperative Oncology Group (ECOG) performance status is a widely used method for evaluating the functional abilities of cancer patients and predicting their prognosis. It is essential for healthcare providers to frequently assess the ECOG performance status of lung cancer patients to ens...

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Bibliographic Details
Main Authors: Hung Viet Nguyen, Haewon Byeon
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Mathematics
Subjects:
AdaBoost
TabNet
machine learning
LIME
explainable AI
ECOG
Online Access:https://www.mdpi.com/2227-7390/11/10/2354

Internet

https://www.mdpi.com/2227-7390/11/10/2354

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