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ORIGINAL RESEARCH

Radiomics Nomogram Model Based on TOF-MRA Images: A New Effective Method for Predicting Microaneurysms

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Pages 1091-1100 | Received 17 Nov 2022, Accepted 09 Mar 2023, Published online: 27 Mar 2023

References

  • Vlak MH, Algra A, Brandenburg R, Rinkel GJ. Prevalence of unruptured intracranial aneurysms, with emphasis on sex, age, comorbidity, country, and time period: a systematic review and meta-analysis. Lancet Neurol. 2011;10(7):626–636.
  • Yasargil MG, Fox JL. The microsurgical approach to intracranial aneurysms. Surg Neurol. 1975;3(1):7–14.
  • Li J, Su L, Ma J, Kang P, Ma L, Ma L. Endovascular coiling versus microsurgical clipping for patients with ruptured very small intracranial aneurysms: management strategies and clinical outcomes of 162 cases. World Neurosurg. 2017;99:763–769. doi:10.1016/j.wneu.2015.11.079
  • Anokwute MC, Braca JA, Bohnstedt B, et al. Endovascular treatment of ruptured tiny (≤3mm) intracranial aneurysms in the setting of subarachnoid hemorrhage: a case series of 20 patients and literature review. J Clin Neurosci. 2017;40:52–56. doi:10.1016/j.jocn.2017.01.011
  • Weir B, Disney L, Karrison T. Sizes of ruptured and unruptured aneurysms in relation to their sites and the ages of patients. J Neurosurg. 2002;96(1):64–70. doi:10.3171/jns.2002.96.1.0064
  • Gupta V, Chugh M, Jha AN, Walia BS, Vaishya S. Coil embolization of very small (2 mm or smaller) berry aneurysms: feasibility and technical issues. AJNR Am J Neuroradiol. 2009;30(2):308–314. doi:10.3174/ajnr.A1374
  • Li MH, Cheng YS, Li YD, et al. Large-cohort comparison between three-dimensional time-of-flight magnetic resonance and rotational digital subtraction angiographies in intracranial aneurysm detection. Stroke. 2009;40(9):3127–3129. doi:10.1161/STROKEAHA.109.553800
  • Mine B, Pezzullo M, Roque G, David P, Metens T, Lubicz B. Detection and characterization of unruptured intracranial aneurysms: comparison of 3T MRA and DSA. J Neuroradiol. 2015;42(3):162–168. doi:10.1016/j.neurad.2014.08.002
  • Podgorsak AR, Rava RA, Shiraz Bhurwani MM, et al. Automatic radiomic feature extraction using deep learning for angiographic parametric imaging of intracranial aneurysms. J Neurointerv Surg. 2020;12(4):417–421. doi:10.1136/neurintsurg-2019-015214
  • Ou C, Chong W, Duan CZ, Zhang X, Morgan M, Qian Y. A preliminary investigation of radiomics differences between ruptured and unruptured intracranial aneurysms. Eur Radiol. 2021;31(5):2716–2725. doi:10.1007/s00330-020-07325-3
  • Cao X, Xia W, Tang Y, et al. Radiomic model for distinguishing dissecting aneurysms from complicated saccular aneurysms on high-resolution magnetic resonance imaging. J Stroke Cerebrovasc Dis. 2020;29(12):105268. doi:10.1016/j.jstrokecerebrovasdis.2020.105268