Cargando…

Development and validation of a multimodal feature fusion prognostic model for lumbar degenerative disease based on machine learning: a study protocol

INTRODUCTION: Lumbar degenerative disease (LDD) is one of the most common reasons for patients to present with low back pain. Proper evaluation and treatment of patients with LDD are important, which clinicians perform using a variety of predictors for guidance in choosing the most appropriate treat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Zhipeng, Zhao, Xiyun, Li, Yuanzhen, Zhang, Hongwei, Qin, Daping, Qi, Xin, Chen, Yixin, Zhang, Xiaogang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2023
Materias:	Surgery
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10481837/ https://www.ncbi.nlm.nih.gov/pubmed/37669837 http://dx.doi.org/10.1136/bmjopen-2023-072139

Ejemplares similares

Study of quality of life and its correlated factors in patients after lumbar fusion for lumbar degenerative disc disease
por: Chen, Meng, et al.
Publicado: (2023)

Oblique Lumbar Interbody Fusion Using a Stand-Alone Construct for the Treatment of Adjacent-Segment Lumbar Degenerative Disease
por: Kai, Wang, et al.
Publicado: (2022)

Comparison of oblique and transforaminal approaches to lumbar interbody fusion for lumbar degenerative disease: An updated meta-analysis
por: Lin, Guang-Xun, et al.
Publicado: (2023)

Analysis of curative effect of percutaneous coaxial large channel endoscopic lumbar interbody fusion in the treatment of degenerative lumbar spinal stenosis
por: Feng, Pin, et al.
Publicado: (2022)

Comparisons of oblique lumbar interbody fusion and transforaminal lumbar interbody fusion for degenerative spondylolisthesis: a prospective cohort study with a 2-year follow-up
por: Wu, Jingye, et al.
Publicado: (2023)

Efficacy of oblique lumbar interbody fusion versus transforaminal lumbar interbody fusion in the treatment of lumbar degenerative diseases: a systematic review and meta-analysis
por: Li, Xi-yong, et al.
Publicado: (2023)

Comparison of Clinical Outcomes Following Lumbar Endoscopic Unilateral Laminotomy Bilateral Decompression and Minimally Invasive Transforaminal Lumbar Interbody Fusion for One-Level Lumbar Spinal Stenosis With Degenerative Spondylolisthesis
por: Hua, Wenbin, et al.
Publicado: (2021)

Unilateral biportal endoscopic lumbar interbody fusion assisted by intraoperative O-arm total navigation for lumbar degenerative disease: A retrospective study
por: Huang, Xinle, et al.
Publicado: (2022)

Corrigendum: Comparison of Clinical Outcomes Following Lumbar Endoscopic Unilateral Laminotomy Bilateral Decompression and Minimally Invasive Transforaminal Lumbar Interbody Fusion for One-Level Lumbar Spinal Stenosis With Degenerative Spondylolisthesis
por: Hua, Wenbin, et al.
Publicado: (2021)

Microscopic decompressive laminectomy versus percutaneous endoscopic decompressive laminectomy in patients with lumbar spinal stenosis: protocol for a systematic review and meta-analysis
por: Wang, Rong, et al.
Publicado: (2020)

Case Report: Adult degenerative scoliosis in two patients treated with percutaneous spinal endoscopic-assisted lumbar interbody fusion and percutaneous pedicle screw fixation
por: Du, Jian-wei, et al.
Publicado: (2023)

Comparison of the efficacy of expandable interbody fusion cage (EXP-IFC) and non-expandable interbody fusion cage (NE-IFC) in MIS-TLIF for lumbar degenerative diseases: A systematic retrospective study on 62 patients
por: Chen, Chen, et al.
Publicado: (2022)

Intermodal Detection of Lumbar Instability in Degenerative Spondylolisthesis is Superior to Functional Radiographs
por: Krenzlin, Harald, et al.
Publicado: (2022)

Radiographic risk factors for degenerative lumbar spondylolisthesis: A comparison with healthy control subjects
por: Wang, Zheng, et al.
Publicado: (2022)

Clinical outcome after lumbar spinal fusion surgery in degenerative spondylolisthesis: a 3-year follow-up
por: Lenz, Maximilian, et al.
Publicado: (2020)

Clinical efficacy of transforaminal endoscopic lumbar discectomy for lumbar degenerative diseases: A minimum 6-year follow-up
por: Tang, Jin, et al.
Publicado: (2022)

Identification of preoperative radiological risk factors for reoperation following percutaneous endoscopic lumbar decompression to treat degenerative lumbar spinal stenosis
por: Wang, Aobo, et al.
Publicado: (2023)

Accidental Dural Tears in Minimally Invasive Spinal Surgery for Degenerative Lumbar Spine Disease
por: Aspalter, Stefan, et al.
Publicado: (2021)

Postoperative Sagittal Balance Has Only a Limited Role in the Development of Adjacent Segment Disease After Lumbar Spine Fusion for Degenerative Lumbar Spine Disorders: A Subanalysis of the 10-year Follow-up Study
por: Toivonen, Leevi A., et al.
Publicado: (2022)

Comparison of Postoperative Outcomes Between Percutaneous Endoscopic Lumbar Interbody Fusion and Minimally Invasive Transforaminal Lumbar Interbody Fusion for Lumbar Spinal Stenosis
por: Lin, Lu, et al.
Publicado: (2022)

The treatment efficacy of cortical bone trajectory (CBT) pedicle screws for lumbar degenerative disease in the Chinese Han population
por: Wu, Jinhui, et al.
Publicado: (2022)

Percutaneous Endoscopic Posterior Lumbar Interbody Fusion with Unilateral Laminotomy for Bilateral Decompression Vs. Open Posterior Lumbar Interbody Fusion for the Treatment of Lumbar Spondylolisthesis
por: He, Li-Ming, et al.
Publicado: (2022)

Isthmic Spondylolisthesis is Associated with Less Revisions for Adjacent Segment Disease After Lumbar Spine Fusion Than Degenerative Spinal Conditions: A 10-Year Follow-Up Study
por: Toivonen, Leevi A., et al.
Publicado: (2022)

Nonsteroidal anti-inflammatory drugs (NSAID) do not increase blood loss or the incidence of postoperative epidural hematomas when using minimally invasive fusion techniques in the degenerative lumbar spine
por: Senker, Wolfgang, et al.
Publicado: (2022)

Percutaneous endoscopic decompression for lumbar spinal stenosis: Protocol for a systematic review and network meta-analysis
por: Liu, Jianjun, et al.
Publicado: (2019)

Comparison of sagittal spinal alignment on standing plain x-rays and supine MRI in degenerative lumbar disease
por: Fan, Xiaolong, et al.
Publicado: (2023)

Posterior stabilization with polyetheretherketone (PEEK) rods and transforaminal lumbar interbody fusion (TLIF) with titanium rods for single-level lumbar spine degenerative disease in patients above 70 years of age
por: Kamenova, M., et al.
Publicado: (2022)

OLIF versus MI-TLIF for patients with degenerative lumbar disease: Is one procedure superior to the other? A systematic review and meta-analysis
por: Wang, Jianqiang, et al.
Publicado: (2022)

Comparison of short-term efficacy of MIS-TLIF and Endo-LIF in the treatment of single-segment degenerative lumbar diseases
por: Song, Zhiwei, et al.
Publicado: (2022)

Radiological outcomes of PEEK rods in patients with lumbar degenerative diseases: A minimum 5-year follow-up
por: Huang, Weimin, et al.
Publicado: (2023)

Indirect decompression via oblique lumbar interbody fusion is sufficient for treatment of lumbar foraminal stenosis
por: Tseng, Sheng-Chieh, et al.
Publicado: (2022)

Comparison of discover cervical disc arthroplasty and anterior cervical discectomy and fusion for the treatment of cervical degenerative disc diseases: A meta-analysis of prospective, randomized controlled trials
por: Wang, Ziqi, et al.
Publicado: (2023)

Correlation of Functional Outcomes and Sagittal Alignment After Long Instrumented Fusion for Degenerative Thoracolumbar Spinal Disease
por: Yeh, Kuang-Ting, et al.
Publicado: (2018)

Are surgical outcomes for one level anterior decompression and fusion associated with MRI parameters for degenerative cervical myelopathy?
por: Qu, Luqiang, et al.
Publicado: (2022)

Application of self-anchored lateral lumbar interbody fusion in lumbar degenerative diseases
por: Zhang, Kaihui, et al.
Publicado: (2023)

Predictors of Complications and Unfavorable Outcomes of Minimally Invasive Surgery Treatment in Elderly Patients With Degenerative Lumbar Spine Pathologies (Case Series)
por: Klimov, Vladimir, et al.
Publicado: (2022)

Reliability of end, stable, neutral, first coronal reverse vertebrae identification in degenerative lumbar scoliosis: Intra- and interobserver consistency analysis
por: Wang, Hui, et al.
Publicado: (2023)

Comprehensive comparison of three techniques for the treatment of adjacent segment degeneration after lumbar fusion
por: Li, Tao, et al.
Publicado: (2023)

Efficacy and radiographic analysis of oblique lumbar interbody fusion for degenerative lumbar spondylolisthesis
por: Wu, Menghui, et al.
Publicado: (2019)

Clinical Evaluation of Paraspinal Mini-Tubular Lumbar Decompression and Minimally Invasive Transforaminal Lumbar Interbody Fusion for Lumbar Spondylolisthesis Grade I with Lumbar Spinal Stenosis: A Cohort Study
por: Liang, Zeyan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_d2ls7ati9q8hrhh6jlqit663td