Choice between Surgery and Conservative Treatment for Patients with Lumbar Spinal Stenosis: Predicting Results through Data Mining Technology

Choice between Surgery and Conservative Treatment for Patients with Lumbar Spinal Stenosis: Predicting Results through Data Mining Technology

Currently, patients with lumbar spinal stenosis (LSS) have two treatment options: nonoperative conservative treatment and surgical treatment. Because surgery is invasive, patients often prefer conservative treatment as their first choice to avoid risks from surgery. However, the effectiveness of non...

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Bibliographic Details
Main Authors: Li-Ping Tseng, Yu-Cheng Pei, Yen-Sheng Chen, Tung-Hsu Hou, Yang-Kun Ou
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Applied Sciences
Subjects:
lumbar spinal stenosis (LSS)
data mining
back propagation neural network
decision tree
support vector machine
prediction
Online Access:https://www.mdpi.com/2076-3417/10/18/6406

Internet

https://www.mdpi.com/2076-3417/10/18/6406

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