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Machine learning models for predicting dysphonia following anterior cervical discectomy and fusion: a Swedish Registry Study.

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November 2024

Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden; Capio Spine Center Stockholm, Löwenströmska Hospital, Upplands-Väsby, Sweden; Department of Medical Sciences, Örebro University, Örebro, Sweden. Electronic address:

Background: Dysphonia is one of the more common complications following anterior cervical discectomy and fusion (ACDF). ACDF is the gold standard for treating degenerative cervical spine disorders, and identifying high-risk patients is therefore crucial.

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Article Synopsis
  • Anterior Cervical Corpectomy and Fusion (ACCF) may offer better decompression results than Anterior Cervical Discectomy and Fusion (ACDF), but ACCF comes with higher surgical risks; this study focuses on their safety in treating cervical spine injuries.
  • The study matched 60 patients who underwent either ACCF or ACDF for injuries affecting multiple disc spaces, finding that ACCF patients had more vertebral body injuries, while ACDF patients had more traumatic disc ruptures.
  • Both surgical methods showed similar rates of complications, revision surgeries, mortality, and long-term outcomes, suggesting that ACCF is a safe alternative for patients with significant anterior column injuries.
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Spinal schwannomas are the second most common primary intradural spinal tumor. This study aimed to assess health-related quality of life (HRQoL) and the frequency of return to work after the surgical treatment of spinal schwannomas. HRQoL was compared to a sample of the general population.

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