Fostering reproducibility and generalizability in machine learning for clinical prediction modeling in spine surgery

Yen, Hung Kuan; Yang, Jiun Jen; Groot, Olivier Q.; Yen, Mao Hsu; Hu, Ming Hsiao

doi:https://doi.org/10.1016/j.spinee.2022.10.011

Fostering reproducibility and generalizability in machine learning for clinical prediction modeling in spine surgery

DSpace/Manakin Repository

Fostering reproducibility and generalizability in machine learning for clinical prediction modeling in spine surgery

Yen, Hung Kuan; Yang, Jiun Jen; Groot, Olivier Q.; Yen, Mao Hsu; Hu, Ming Hsiao

(2023) Spine Journal, volume 23, issue 2, pp. 312 - 314

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Keywords: Artificial intelligence, Machine learning, Random splitting, Spinal metastasis, Temporal splitting, Surgery, Orthopedics and Sports Medicine, Clinical Neurology

DOI: https://doi.org/10.1016/j.spinee.2022.10.011

ISSN: 1529-9430

Publisher: Elsevier

(Peer reviewed)