Interpretable Machine Learning for Personalized Medical Recommendations: A LIME-Based Approach

Interpretable Machine Learning for Personalized Medical Recommendations: A LIME-Based Approach

Chronic diseases are increasingly major threats to older persons, seriously affecting their physical health and well-being. Hospitals have accumulated a wealth of health-related data, including patients’ test reports, treatment histories, and diagnostic records, to better understand patients’ health...

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Bibliographic Details
Main Authors: Yuanyuan Wu, Linfei Zhang, Uzair Aslam Bhatti, Mengxing Huang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Diagnostics
Subjects:
medical recommendation system
LIME
RF algorithm
gradient boosting
deep learning
Online Access:https://www.mdpi.com/2075-4418/13/16/2681

Internet

https://www.mdpi.com/2075-4418/13/16/2681

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