• World Neurosurg · May 2019

    Algorithm to predict the outcome of microvascular decompression for hemifacial spasm: A data-mining analysis using decision tree.

    • Jeong-A Lee, Kyung-Hee Kim, Doo-Sik Kong, Seunghoon Lee, Sang-Ku Park, and Kwan Park.
    • Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
    • World Neurosurg. 2019 May 1; 125: e797-e806.

    ObjectiveAlthough microvascular decompression (MVD) is the primary treatment for hemifacial spasm (HFS), the postoperative course is variable. This study aimed to develop a prediction model of the outcome of MVD in patients with HFS by investigating influential factors.MethodsElectronic medical records of 1624 patients with HFS who underwent MVD from July 2004 to January 2015 were reviewed. The relationships between patient-related, disease-related, and surgery-related factors and postoperative outcome were analyzed using multinomial logistic regression. A predictive model for MVD outcome was developed using decision tree analysis.ResultsThe mean follow-up duration after surgery was 30.2 months (median, 23.5 months; range, 6.0-133.3 months). For the 1624 patients, the overall improvement rate was 90.5%. Overall, 984 patients (60.6%) showed improvement of spasm immediately after surgery, 486 (29.9%) experienced delayed improvement, and 154 (9.5%) showed persistence of spasm. Outcome of patients with HFS after MVD was predicted by 4 items: postoperative delayed facial palsy, degree of preoperative spasm, intraoperative indentation on the facial nerve, and sex. The patients were classified into 6 categories and improvement of spasm immediately after surgery showed 35%-91%, delayed improvement 6%-46%, and persistence of spasm 0%-59%. The accuracy of the developed prediction model was 0.608.ConclusionsMale sex, mild degree of preoperative spasm, intraoperative indentation on the facial nerve, and postoperative delayed facial palsy were better favorable prognostic factors of MVD in patients with HFS. This novel algorithm may be useful to predict the outcome of MVD in these patients.Copyright © 2019 Elsevier Inc. All rights reserved.

      Pubmed     Full text   Copy Citation     Plaintext  

      Add institutional full text...

    Notes

     
    Knowledge, pearl, summary or comment to share?
    300 characters remaining
    help        
    You can also include formatting, links, images and footnotes in your notes
    • Simple formatting can be added to notes, such as *italics*, _underline_ or **bold**.
    • Superscript can be denoted by <sup>text</sup> and subscript <sub>text</sub>.
    • Numbered or bulleted lists can be created using either numbered lines 1. 2. 3., hyphens - or asterisks *.
    • Links can be included with: [my link to pubmed](http://pubmed.com)
    • Images can be included with: ![alt text](https://bestmedicaljournal.com/study_graph.jpg "Image Title Text")
    • For footnotes use [^1](This is a footnote.) inline.
    • Or use an inline reference [^1] to refer to a longer footnote elseweher in the document [^1]: This is a long footnote..

    hide…

Want more great medical articles?

Keep up to date with a free trial of metajournal, personalized for your practice.
1,694,794 articles already indexed!

We guarantee your privacy. Your email address will not be shared.