Objective: The aim of this study is to determine if supervised machine learning algorithms can accurately predict voided computerized physician order entry in oral and maxillofacial surgery inpatients.
Methods: Data from Electronic Medical Record included patient demographics, comorbidities, procedures, vital signs, laboratory values, and medication orders were retrospectively collected. Predictor variables included patient demographics, comorbidities, procedures, vital signs, and laboratory values.
Background: Virtual surgical planning (VSP), computer aided design/computer aided modeling, and 3-dimensional printing technology have been shown to improve surgical accuracy and efficiency in head and neck reconstruction. However, persisting criticism of the technology is that it does not adequately address the soft tissue-related aspects of reconstructive surgery. Prior publication on the computed tomographic angiography (CTA) perforator localization technique has demonstrated how soft tissue planning can be incorporated directly into existing VSP workflows.
View Article and Find Full Text PDFBackground: Small recalcitrant defects of the mandible and maxilla may be secondary to tumor, trauma, infection, and congenital origin. Vascularized bone grafting has been shown to effectively manage these defects; however, donor sites are limited. The vascularized medial femoral condyle (MFC) provides adequate cortical cancellous bone with the option of a skin island, consistent anatomy, and minimal donor site morbidity.
View Article and Find Full Text PDFFacial trauma can have long-lasting physical and mental consequences. Trauma to the nose is commonly seen in the emergency department. Nasal lacerations account for 7% of all facial lacerations.
View Article and Find Full Text PDFPurpose: The safety of the team anesthesia model routinely used by the specialty of oral and maxillofacial surgery has recently been called into question. The purpose of this article is to measure the frequency of adverse anesthetic events related to ambulatory surgical procedures performed under intravenous (IV) sedation by the Division of Oral and Maxillofacial Surgery at the Mayo Clinic during a 15-year period using the team anesthesia model.
Materials And Methods: A retrospective cohort study was designed, and a sample of subjects identified undergoing IV sedation at Mayo Clinic from 2004 to 2019.