Page 79 - Read Online
P. 79

Johnson et al. Art Int Surg 2024;4:401-10  https://dx.doi.org/10.20517/ais.2024.40                                                       Page 409

               Copyright
               © The Author(s) 2024.


               REFERENCES
               1.       How NE, Street JT, Dvorak MF, et al. Pseudarthrosis in adult and pediatric spinal deformity surgery: a systematic review of the
                   literature and meta-analysis of incidence, characteristics, and risk factors. Neurosurg Rev 2019;42:319-36.  DOI  PubMed
               2.       Deyo RA, Mirza SK, Martin BI, Kreuter W, Goodman DC, Jarvik JG. Trends, major medical complications, and charges associated
                   with surgery for lumbar spinal stenosis in older adults. JAMA 2010;303:1259-65.  DOI  PubMed  PMC
               3.       Buchholz AL, Quinn JC, Shaffrey CI. Postoperative spinal deformities: kyphosis, nonunion, and loss of motion segment. In:
                   Complications in neurosurgery. 2019. pp. 325-30. Available from: http://103.203.175.90:81/fdScript/RootOfEBooks/E%20Book%
                   20Collection%202021%20-%20A/ENGLISH/Complications%20in%20Neurosurgery.pdf. [Last accessed on 7 Nov 2024].
               4.       Kim YJ, Bridwell KH, Lenke LG, Rhim S, Cheh G. Pseudarthrosis in long adult spinal deformity instrumentation and fusion to the
                   sacrum: prevalence and risk factor analysis of 144 cases. Spine 2006;31:2329-36.  DOI  PubMed
               5.       Kim YJ, Bridwell KH, Lenke LG, Rinella AS, Edwards C 2nd. Pseudarthrosis in primary fusions for adult idiopathic scoliosis:
                   incidence, risk factors, and outcome analysis. Spine 2005;30:468-74.  DOI  PubMed
               6.       Kim YJ, Bridwell KH, Lenke LG, Cho KJ, Edwards CC 2nd, Rinella AS. Pseudarthrosis in adult spinal deformity following
                   multisegmental instrumentation and arthrodesis. J Bone Joint Surg Am 2006;88:721-8.  DOI  PubMed
               7.       Pateder DB, Park YS, Kebaish KM, et al. Spinal fusion after revision surgery for pseudarthrosis in adult scoliosis.  Spine
                   2006;31:E314-9.  DOI  PubMed
               8.       Joshi RS, Haddad AF, Lau D, Ames CP. Artificial intelligence for adult spinal deformity. Neurospine 2019;16:686-94.  DOI  PubMed
                   PMC
               9.       Joshi RS, Lau D, Ames CP. Artificial intelligence for adult spinal deformity: current state and future directions. Spine J 2021;21:1626-
                   34.  DOI  PubMed
               10.      Lenke LG. Commentary: artificial intelligence for adult spinal deformity. Neurospine 2019;16:695-6.  DOI  PubMed  PMC
               11.      Perez-Breva L, Shin JH. Artificial intelligence in neurosurgery: a comment on the possibilities. Neurospine 2019;16:640-2.  DOI
                   PubMed  PMC
               12.      Durand WM, Lafage R, Hamilton DK, et al; International Spine Study Group (ISSG). Artificial intelligence clustering of adult spinal
                   deformity sagittal plane morphology predicts surgical characteristics, alignment, and outcomes. Eur Spine J 2021;30:2157-66.  DOI
                   PubMed
               13.      Durand WM, Daniels AH, Hamilton DK, et al; International Spine Study Group. Artificial intelligence models predict operative versus
                   nonoperative management of patients with adult spinal deformity with 86% accuracy. World Neurosurg 2020;141:e239-53.  DOI
                   PubMed
               14.      Scheer JK, Smith JS, Schwab F, et al; International Spine Study Group. Development of a preoperative predictive model for major
                   complications following adult spinal deformity surgery. J Neurosurg Spine 2017;26:736-43.  DOI  PubMed
               15.      Scheer JK, Osorio JA, Smith JS, et al; International Spine Study Group. Development of validated computer-based preoperative
                   predictive model for proximal junction failure (PJF) or clinically significant PJK with 86% accuracy based on 510 ASD patients with
                   2-year follow-up. Spine 2016;41:E1328-35.  DOI  PubMed
               16.      Pellisé F, Serra-Burriel M, Smith JS, et al; International Spine Study Group, European Spine Study Group. Development and
                   validation of risk stratification models for adult spinal deformity surgery. J Neurosurg Spine 2019;31:587-99.  DOI  PubMed
               17.      Scheer JK, Oh T, Smith JS, et al; International Spine Study Group. Development of a validated computer-based preoperative predictive
                   model for pseudarthrosis with 91% accuracy in 336 adult spinal deformity patients. Neurosurg Focus 2018;45:E11.  DOI  PubMed
               18.      Johnson GW, Chanbour H, Ali MA, et al. Artificial intelligence to preoperatively predict proximal junction kyphosis following adult
                   spinal deformity surgery: soft tissue imaging may be necessary for accurate models. Spine 2023;48:1688-95.  DOI  PubMed  PMC
               19.      Kernbach JM, Staartjes VE. Foundations of machine learning-based clinical prediction modeling: part II - generalization and
                   overfitting. In: Staartjes VE, Regli L, Serra C, editors. Machine learning in clinical neuroscience. Springer, Cham; 2022. pp. 15-21.
                   DOI
               20.      Youden WJ. Index for rating diagnostic tests. Cancer 1950;3:32-5.  DOI
               21.      Selvaraju RR, Cogswell M, Das A, Vedantam R, Parikh D, Batra D. Grad-CAM: visual explanations from deep networks via gradient-
                   based localization. Int J Comput Vis 2020;128:336-59.  DOI
               22.      Adogwa O, Buchowski JM, Lenke LG, et al. Comparison of rod fracture rates in long spinal deformity constructs after transforaminal
                   versus anterior lumbar interbody fusions: a single-institution analysis. J Neurosurg Spine 2020;32:42-9.  DOI  PubMed
               23.      Passias PG, Bortz C, Alas H, et al. Alcoholism as a predictor for pseudarthrosis in primary spine fusion: an analysis of risk factors and
                   30-day outcomes for 52,402 patients from 2005 to 2013. J Orthop 2019;16:36-40.  DOI  PubMed  PMC
               24.      Marques MF, Fiere V, Obeid I, et al; Société Française de Chirurgie Rachidienne, SFCR. Pseudarthrosis in adult spine deformity
                   surgery: risk factors and treatment options. Eur Spine J 2021;30:3225-32.  DOI  PubMed
               25.      Kawabata A, Yoshii T, Sakai K, et al. Identification of predictive factors for mechanical complications after adult spinal deformity
                   surgery: a multi-institutional retrospective study. Spine 2020;45:1185-92.  DOI  PubMed
               26.      Kuo CC, Soliman MAR, Aguirre AO, et al. Vertebral bone quality score independently predicts proximal junctional kyphosis and/or
   74   75   76   77   78   79   80   81   82   83   84