Development and Validation of Machine Learning-Based Predictive Model for Prolonged Hospital Stay after Decompression Surgery for Lumbar Spinal Canal Stenosis-Reference-Cited by-同舟云学术

Development and Validation of Machine Learning-Based Predictive Model for Prolonged Hospital Stay after Decompression Surgery for Lumbar Spinal Canal Stenosis

Published:2024-05-27 Issue:3 Volume:8 Page:315-321
ISSN:2432-261X
Container-title:Spine Surgery and Related Research
language:en
Short-container-title:Spine Surg Relat Res

Author:

Yagi Mitsuru¹²,Yamamoto Tatsuya³,Iga Takahito⁴,Ogura Yoji⁵,Suzuki Satoshi¹,Ozaki Masahiro¹,Takahashi Yohei¹,Tsuji Osahiko¹,Nagoshi Narihito¹,Kono Hitoshi⁴,Ogawa Jun³,Matsumoto Morio¹,Nakamura Masaya¹,Watanabe Kota¹,

Affiliation:

1. Department of Orthopedic Surgery, Keio University School of Medicine

2. Department of Orthopedic Surgery, International University of Health and Welfare, School of Medicine

3. Department of Orthopedic Surgery, Japanese Red Cross Shizuoka Hospital

4. Department of Orthopedic Surgery, Keiyu Orthopedic Hospital

5. Department of Orthopedic Surgery, Tachikawa Hospital

Publisher

Japanese Society for Spine Surgery and Related Research

Link

https://www.jstage.jst.go.jp/article/ssrr/8/3/8_2023-0255/_pdf

Reference30 articles.

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4. 4. Försth P, Ólafsson G, Carlsson T, et al. A randomized, controlled trial of Fusion surgery for lumbar spinal stenosis. N Engl J Med. 2016;374 (15):1413-23.

5. 5. Steiger F, Becker HJ, Standaert CJ, et al. Surgery in lumbar degenerative spondylolisthesis: indications, outcomes and complications. A systematic review. Eur Spine J. 2014;23 (5):945-73.