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Development of a predictive model for 1-year postoperative recovery in patients with lumbar disk herniation based on deep learning and machine learning

BackgroundThe aim of this study is to develop a predictive model utilizing deep learning and machine learning techniques that will inform clinical decision-making by predicting the 1-year postoperative recovery of patients with lumbar disk herniation.MethodsThe clinical data of 470 inpatients who un...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yan Chen, Fabin Lin, Kaifeng Wang, Feng Chen, Ruxian Wang, Minyun Lai, Chunmei Chen, Rui Wang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2024-06-01
Schriftenreihe:Frontiers in Neurology
Schlagworte:
predictive model
machine learning
deep learning
lumbar disk herniation
lumbar JOA score
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fneur.2024.1255780/full
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