The Diagnosis of Malignant Pleural Effusion Using Tumor-Marker Combinations: A Cost-Effectiveness Analysis Based on a Stacking Model

The Diagnosis of Malignant Pleural Effusion Using Tumor-Marker Combinations: A Cost-Effectiveness Analysis Based on a Stacking Model

Purpose: By incorporating the cost of multiple tumor-marker tests, this work aims to comprehensively evaluate the financial burden of patients and the accuracy of machine learning models in diagnosing malignant pleural effusion (MPE) using tumor-marker combinations. Methods: Carcinoembryonic antigen...

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Bibliographic Details
Main Authors: Jingyuan Wang, Jiangjie Zhou, Hanyu Wu, Yangyu Chen, Baosheng Liang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Diagnostics
Subjects:
malignant pleural effusion
cost-effectiveness analysis
tumor marker
stacked ensemble
Online Access:https://www.mdpi.com/2075-4418/13/19/3136

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https://www.mdpi.com/2075-4418/13/19/3136

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