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Development and validation of machine learning-based predictive model for clinical outcome of decompression surgery for lumbar spinal canal stenosis.
Yagi M, Michikawa T, Yamamoto T, Iga T, Ogura Y, Tachibana A, Miyamoto A, Suzuki S, Nori S, Takahashi Y, Tsuji O, Nagoshi N, Kono H, Ogawa J, Matsumoto M, Nakamura M, Watanabe K; Keio Spine Research Group. Yagi M, et al. Spine J. 2022 Nov;22(11):1768-1777. doi: 10.1016/j.spinee.2022.06.008. Epub 2022 Jun 24. Spine J. 2022. PMID: 35760319 Clinical Trial.
Long-Term Clinical, Radiographic, and Cost Analysis of Corrective Spine Surgery for Adult Symptomatic Lumbar Deformity With a Mean of 7.5 years Follow-Up.
Yagi M, Shimizu T, Suzuki S, Takahashi Y, Ozaki M, Tsuji O, Nagoshi N, Yato Y, Matsumoto M, Nakamura M, Watanabe K; Keio Spine Research Group. Yagi M, et al. Spine (Phila Pa 1976). 2023 Mar 1;48(5):335-343. doi: 10.1097/BRS.0000000000004551. Epub 2022 Dec 1. Spine (Phila Pa 1976). 2023. PMID: 36730058
Development and Validation of Machine Learning-Based Predictive Model for Prolonged Hospital Stay after Decompression Surgery for Lumbar Spinal Canal Stenosis.
Yagi M, Yamamoto T, Iga T, Ogura Y, Suzuki S, Ozaki M, Takahashi Y, Tsuji O, Nagoshi N, Kono H, Ogawa J, Matsumoto M, Nakamura M, Watanabe K; Keio Spine Research Group. Yagi M, et al. Spine Surg Relat Res. 2024 Feb 14;8(3):315-321. doi: 10.22603/ssrr.2023-0255. eCollection 2024 May 27. Spine Surg Relat Res. 2024. PMID: 38868786 Free PMC article.