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Development and validation of a deep learning-powered system for multi-version global alignment and proportion score to predict mechanical complications after adult degenerative scoliosis surgery.

作者信息

Lan Qifeng, Liu Shanshan, Zhang Cheng, Guo Chenyi, Shi Yiming, He Jian, Zhou Xingyu, Shang Jiaheng, Qi Qiang, Guo Zhaoqing, Sun Zhuoran, Zhou Siyu, Wu Ji, Xu Nanfang, Li Weishi

机构信息

Department of Orthopaedics, Peking University Third Hospital, Beijing, China.

Peking University Health Science Center, Beijing, China.

出版信息

Eur Spine J. 2025 Jun 4. doi: 10.1007/s00586-025-08995-7.

DOI:10.1007/s00586-025-08995-7
PMID:40468028
Abstract
摘要

相似文献

1
Development and validation of a deep learning-powered system for multi-version global alignment and proportion score to predict mechanical complications after adult degenerative scoliosis surgery.用于多版本全局比对和比例评分的深度学习驱动系统的开发与验证，以预测成人退变性脊柱侧弯手术后的机械并发症。
Eur Spine J. 2025 Jun 4. doi: 10.1007/s00586-025-08995-7.
2
Development of ethnicity-adjusted global alignment and proportion score to predict the risk of mechanical complications following corrective surgery for adult spinal deformity.制定基于民族调整的全局对准和比例评分，以预测成人脊柱畸形矫正手术后机械并发症的风险。
Spine J. 2024 May;24(5):877-888. doi: 10.1016/j.spinee.2023.12.012. Epub 2024 Jan 6.
3
Which sagittal evaluation system can effectively predict mechanical complications in the treatment of elderly patients with adult degenerative scoliosis? Roussouly classification or Global Alignment and Proportion (GAP) Score.哪种矢状面评估系统能够有效预测老年成人退变性脊柱侧凸患者治疗中的机械并发症？鲁苏利分类法还是整体对线与比例（GAP）评分？
J Orthop Surg Res. 2021 Oct 26;16(1):641. doi: 10.1186/s13018-021-02786-8.
4
Predicting postoperative mechanical complications with the ethnicity-adjusted global alignment and proportion score in degenerative scoliosis: does paraspinal muscle degeneration matter?使用种族调整后的整体对线和比例评分预测退行性脊柱侧凸术后机械并发症：椎旁肌退变重要吗？
Spine J. 2025 Feb;25(2):347-358. doi: 10.1016/j.spinee.2024.09.029. Epub 2024 Sep 28.
5
Modified global alignment and proportion scoring with body mass index and bone mineral density (GAPB) for improving predictions of mechanical complications after adult spinal deformity surgery.基于体重指数和骨密度的改良全局配准和比例评分（GAPB），以改善成人脊柱畸形手术后机械并发症的预测。
Spine J. 2020 May;20(5):776-784. doi: 10.1016/j.spinee.2019.11.006. Epub 2019 Nov 14.
6
Global Alignment and Proportion (GAP) Score: Development and Validation of a New Method of Analyzing Spinopelvic Alignment to Predict Mechanical Complications After Adult Spinal Deformity Surgery.整体对线与比例（GAP）评分：一种分析脊柱骨盆对线以预测成人脊柱畸形手术后机械并发症的新方法的开发与验证
J Bone Joint Surg Am. 2017 Oct 4;99(19):1661-1672. doi: 10.2106/JBJS.16.01594.
7
Validity of the global alignment proportion (GAP) score in predicting mechanical complications after adult spinal deformity surgery in elderly patients.全球对准比例（GAP）评分预测老年退行性脊柱畸形患者术后机械并发症的有效性。
Eur Spine J. 2021 May;30(5):1190-1198. doi: 10.1007/s00586-021-06734-2. Epub 2021 Feb 2.
8
The impact of lumbar alignment targets on mechanical complications after adult lumbar scoliosis surgery.腰椎对线目标对成人腰椎侧凸术后机械并发症的影响。
Eur Spine J. 2022 Jun;31(6):1573-1582. doi: 10.1007/s00586-022-07200-3. Epub 2022 Apr 15.
9
Are Higher Global Alignment and Proportion Scores Associated With Increased Risks of Mechanical Complications After Adult Spinal Deformity Surgery? An External Validation.全球高对准率和高比例评分与成人脊柱畸形手术后机械并发症风险增加相关吗？一项外部验证。
Clin Orthop Relat Res. 2021 Feb 1;479(2):312-320. doi: 10.1097/CORR.0000000000001521.
10
Prediction of mechanical complications in adult spinal deformity surgery-the GAP score versus the Schwab classification.成人脊柱畸形手术中机械并发症的预测——GAP 评分与 Schwab 分类。
Spine J. 2019 May;19(5):781-788. doi: 10.1016/j.spinee.2018.11.013. Epub 2018 Nov 30.

本文引用的文献

1
Fully Automated Measurement of Cobb Angles in Coronal Plane Spine Radiographs.脊柱冠状面X线片中Cobb角的全自动测量
J Clin Med. 2024 Jul 15;13(14):4122. doi: 10.3390/jcm13144122.
2
Artificial intelligence automatic measurement technology of lumbosacral radiographic parameters.腰骶部X线参数的人工智能自动测量技术
Front Bioeng Biotechnol. 2024 Jul 1;12:1404058. doi: 10.3389/fbioe.2024.1404058. eCollection 2024.
3
Automated detection, labelling and radiological grading of clinical spinal MRIs.临床脊柱磁共振成像的自动检测、标注和放射学分级。
Sci Rep. 2024 Jul 1;14(1):14993. doi: 10.1038/s41598-024-64580-w.
4
Chest CT-based automated vertebral fracture assessment using artificial intelligence and morphologic features.基于人工智能和形态学特征的胸部 CT 自动椎体骨折评估。
Med Phys. 2024 Jun;51(6):4201-4218. doi: 10.1002/mp.17072. Epub 2024 May 9.
5
Unsupervised local center of mass based scoliosis spinal segmentation and Cobb angle measurement.基于无监督局部质心的脊柱侧弯分段和 Cobb 角测量。
PLoS One. 2024 Mar 21;19(3):e0300685. doi: 10.1371/journal.pone.0300685. eCollection 2024.
6
Assessing the predictive power of the GAP score on mechanical complications: a comprehensive systematic review and meta-analysis.评估GAP评分对机械并发症的预测能力：一项全面的系统评价和荟萃分析。
Eur Spine J. 2024 Apr;33(4):1311-1319. doi: 10.1007/s00586-024-08135-7. Epub 2024 Feb 17.
7
Development of ethnicity-adjusted global alignment and proportion score to predict the risk of mechanical complications following corrective surgery for adult spinal deformity.制定基于民族调整的全局对准和比例评分，以预测成人脊柱畸形矫正手术后机械并发症的风险。
Spine J. 2024 May;24(5):877-888. doi: 10.1016/j.spinee.2023.12.012. Epub 2024 Jan 6.
8
Genetic analysis of the causal relationship between gut microbiota and intervertebral disc degeneration: a two-sample Mendelian randomized study.肠道微生物群与椎间盘退变因果关系的遗传分析：两样本孟德尔随机研究。
Eur Spine J. 2024 May;33(5):1986-1998. doi: 10.1007/s00586-023-08059-8. Epub 2023 Dec 13.
9
The Importance of Incorporating Proportional Alignment in Adult Cervical Deformity Corrections Relative to Regional and Global Alignment: Steps Toward Development of a Cervical-Specific Score.纳入比例对线在成人颈椎畸形矫正中相对于区域和全局对线的重要性：颈椎特异性评分的发展步骤。
Spine (Phila Pa 1976). 2024 Jan 15;49(2):116-127. doi: 10.1097/BRS.0000000000004843. Epub 2023 Oct 5.
10
Clinical significance of relative pelvic version measurement as a predictor of low back pain after total hip arthroplasty.相对骨盆倾斜度测量作为全髋关节置换术后腰痛预测指标的临床意义。
Eur Spine J. 2023 Dec;32(12):4452-4463. doi: 10.1007/s00586-023-07956-2. Epub 2023 Oct 1.