Ensemble learning guided survival prediction and chemotherapy benefit analysis in high-grade chondrosarcoma: A study based on the surveillance, epidemiology, and end results (SEER) database

Purpose: The chemotherapy benefit for high-grade chondrosarcoma remains controversial. Ensemble learning has better overall performance than single computational approaches for clinical decision. The primary objective was to select prognostic variables and develop optimal ensemble learning algorithm...

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Bibliographic Details
Main Authors: Xu Zheng, Longqiang Shu, Shanyi Lin, Hanqiang Jin, Xiaoyu Wang, Ting Yuan
Format: Article
Language:English
Published: SAGE Publishing 2025-05-01
Series:Journal of Orthopaedic Surgery
Online Access:https://doi.org/10.1177/10225536251340113
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