Accuracy and Precision of the Computed Tomographic Angiography Perforator Localization Technique for Virtual Surgical Planning of Composite Osteocutaneous Fibular Free Flaps in Head and Neck Reconstruction.

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. PURPOSE: The aim of this study is to prospectively assess the accuracy, precision, negative predictive value (NPV), and positive predictive value (PPV) of the CTA perforator localization technique for VSP of osteocutaneous fibular free flaps. MATERIALS AND METHODS: A prospective observational study in a consecutive cohort of subjects undergoing VSP of osteocutaneous fibular free flaps at Mayo Clinic between 2018 and 2020 was completed. All cutaneous perforators from the peroneal system of the selected donor leg were identified preoperatively through a previously reported CTA tracing method and registered into the VSP. Perforators were classified as primary or secondary based on whether the perforators were targeted for use in the final reconstructive plan. Perforator measurements obtained from the VSP were cross-referenced with intraoperatively obtained measurements of actual perforator locations to calculate accuracy, precision, NPV, PPV, sensitivity, and specificity of the CTA localization technique. RESULTS: Sixty consecutive subjects were enrolled in the study. A total of 141 perforators were identified preoperatively on CTA and 145 perforators were identified on operative exposure. One perforator identified on preoperative CTA was not identified on surgical exposure (false positive perforator). Six perforators were identified on operative exposure alone without recognition on preoperative CTA (false negative perforators). The accuracy of CTA perforator identification was 96.52%. Median precision of perforator localization was 0.3 cm (standard deviation 0.40) between CTA and operatively identified locations. PPV of the technique was 99.29% and NPV was 90.00%. CONCLUSION: The CTA localization technique for identifying and incorporating cutaneous perforator locations into VSP of osteocutaneous fibular free flaps is a reliable, accurate, and precise technique to employ in the modern paradigm of guided surgery for head and neck reconstruction.

Safety of Outpatient Procedural Sedation Administered by Oral and Maxillofacial Surgeons: The Mayo Clinic Experience in 17,634 Sedations (2004 to 2019).

PURPOSE: 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. The primary outcome variable of interest was the presence of anesthetic-related adverse events (AEs) consistent with the World Society of Intravenous Anesthesia International Sedation Task Force's intervention-based definitions of adverse anesthetic events. Additional covariates included patient age, gender, American Society of Anesthesiologists (ASA) score, type of surgical procedure performed, and the type/dosage of medications administered periprocedurally. Univariate logistic regression analysis was used to assess for associations between AEs and covariates. RESULTS: The study identified 17,634 sedations administered to 16,609 unique subjects. In 17,634 sedations, 16 (0.1%) AEs and no subject deaths (0%) were identified. There were no statistically significant associations between AEs and age (hazard ratio [HR], 0.4; 95% confidence interval [95% CI], 0.2 to 1.3; P = .13); gender (HR, 0.9; 95% CI, 0.3 to 2.5; P = .87); ASA 2 classification (HR, 1.6; 95% CI, 0.6 to 4.5; P = .33); ASA 3 classification (HR, 1.3; 95% CI, 0.1 to 22.0; P = .86), or types of IV sedation medications administered during the procedure: fentanyl (HR, 0.4; 95% CI, 0.02 to 6.3; P = .5); midazolam (HR, 1.0; 95% CI, 0.2 to 4.3; P = .98); propofol (HR, 1.0; 95% CI, 0.3 to 3.5; P = .99); or ketamine (HR, 1.0; 95% CI, 0.1 to 7.3; P = .97). CONCLUSIONS: The frequency of AEs (0.1%) and 0% mortality rate reported in this study demonstrate that the anesthesia team model used by oral and maxillofacial surgeons compares favorably to standardized intervention-based adverse anesthetic event outcomes reported by other nonanesthesiology specialties routinely performing outpatient procedural sedation.

The Medial Femoral Condyle Free Flap for Reconstruction of Recalcitrant Defects in the Head and Neck.

BACKGROUND: 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. This article outlines the use of the MFC flap for maxillomandibular reconstruction. METHODS: A retrospective chart review of patients who required segmental maxillomandibular reconstruction with the MFC flap was conducted. A total of 9 patients (5 men and 5 women) with an average age of 45.3 years were identified. The etiology of the defects, flap sizes, and postoperative outcomes were recorded. RESULTS: Three patients had osteoradionecrosis of the neomandible after irradiation of the free fibula reconstruction, 3 patients had defects after cancer extirpation (1 mandible, 2 maxillary), 1 patient had a maxillary defect from trauma, and 2 patients had a residual cleft palate defect. All defects failed initial treatment with nonvascularized bone grafts. The average dimensions of the MFC flaps were 1.2 × 2.5 × 4 cm. Two of 9 flaps included a skin island. Eight flaps survived completely, but 1 patient suffered from flap failure requiring debridement and resulted in an oroantral fistula. Four patients received endosseous dental implants. Average time to union was 6.7 months, and average time to implant was 6.75 months. The average follow-up time was 24.9 months. CONCLUSIONS: The MFC flap is useful in the reconstruction of small segmental maxillomandibular defects and for the salvage of a neomandible after osteoradionecrosis. The MFC flap provides a reliable platform for endosseous dental implants and serves as an alternative source of vascularized bone reconstruction in the head and neck.

The use of artificial intelligence to detect voided medication orders in oral and maxillofacial surgery inpatients.

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. Outcome of interest is if a medication order was voided or not. Data was cleaned and processed using Microsoft Excel and Python v3.12. Gradient Boosted Decision Trees, Random Forest, K-Nearest Neighbor, and Naïve Bayes were trained, validated, and tested for accuracy of the prediction of voided medication orders. RESULTS: 37,493 medication orders from 1,204 patient admissions over 5 years were used for this study. 3,892 (10.4%) medication orders were voided. Gradient Boosted Decision Trees, Random Forest, K-Nearest Neighbor, and Naïve Bayes had an Area Under the Receiver Operating Curve of 0.802 with 95% CI [0.787, 0.825], 0.746 with 95% CI [0.722, 0.765], 0.685 with 95% CI [0.667, 0.699], and 0.505 with 95% CI [0.489, 0.539], respectively. Area Under the Precision Recall Curve was 0.684 with 95% CI [0.679, 0.702], 0.647 with 95% CI [0.638, 0.664], 0.429 with 95% CI [0.417, 0.434], and 0.551 with 95% CI [0.551, 0.552], respectively. CONCLUSION: Gradient Boosted Decision Trees was the best performing model of the supervised machine learning algorithms with satisfactory outcomes in the test cohort for predicting voided Computerized Physician Order Entry in Oral and Maxillofacial Surgery inpatients.

Management of Nasal Trauma.

Facial 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. Thorough examination and documentation including photographs is important for documentation and creating a reconstruction plan. Underlying damage to cartilage or bone must be reconstructed initially or in a delayed fashion to recreate the pretrauma anatomy and function. There are several options for soft tissue nasal reconstruction, including local flaps, skin grafts, pedicle flaps, and free flaps. At present there is no standard of care for postoperative facial trauma wound care.