Understanding the Impact of Aging on Attractiveness Using a Machine Learning Model of Facial Age Progression.

Background: Advances in machine learning age progression technology offer the unique opportunity to better understand the public's perception on the aging face. Objective: To compare how observers perceive attractiveness and traditional gender traits in faces created with a machine learning model. Methods: Eight surveys were developed, each with 10 sets of photographs that were progressively aged with a machine learning model. Respondents rated attractiveness and masculinity or femininity of each photograph using a sliding scale (range: 0-100). Mean attractiveness scores were calculated and compared between men and women as well as between age groups. Results: A total of 315 respondents (51% men, 49% women) completed the survey. Accuracy of the facial age progression model was 85%. Females were considered significantly less attractive (-10.43, p < 0.01) and less feminine (-7.59, p < 0.01) per decade with the greatest drop over age 40 years. Male attractiveness and masculinity were relatively preserved until age 50 years where attractiveness scores were significantly lower (-5.45, p = 0.39). Conclusions: In this study, observers were found to perceive attractiveness at older ages differently between men and women.

Increased body mass index predicts prolonged survival in patients with head and neck squamous cell carcinoma.

BACKGROUND: Higher body mass index (BMI) may have a protective effect on survival in patients with head and neck cancer. The aim of this study was to determine the effect of BMI on overall survival (OS) in veterans with head and neck squamous cell carcinoma (HNSCC). METHODS: A cohort of 702 patients diagnosed with HNSCC between 1995 and 2019 were identified at the Washington DC Veterans Affairs Medical Center, and 342 patients were included for analysis. Records were queried for clinical-demographic data, BMI, and outcomes. RESULTS: HNSCC patients categorized as overweight or obese at time of diagnosis had a lower 3-year risk of death (p = 0.033) and improved OS (p < 0.001) compared to patients who were underweight or normal weight. The majority of locoregional recurrences occurred in patients with low or normal pretreatment BMI. CONCLUSIONS: Higher BMI at diagnosis may have a protective effect on OS in veterans with HNSCC.

Reconstruction of the Anterior External Auditory Canal With Mastoid Cortex Autologous Bone Graft.

OBJECTIVE: To describe the surgical management of temporomandibular joint (TMJ) herniation with external auditory canal (EAC) reconstruction using autologous bone grafting from the mastoid cortex. STUDY DESIGN: Retrospective case series. SETTING: A tertiary university medical center. PATIENTS: Three patients who presented to our Otolaryngology clinic with evidence of TMJ herniation through an anterior EAC defect, both on otoscopy and computed tomography (CT) imaging. INTERVENTIONS: Reconstruction of the anterior EAC with mastoid cortex bone grafting using an endaural approach. MAIN OUTCOME MEASURES: Successful reconstruction of anterior EAC bony defect without recurrence of herniation. RESULTS: All three patients presented with otalgia, hearing loss, and either tinnitus or a clicking sensation with jaw movement. Etiologies for TMJ herniation included osteoradionecrosis following external beam radiation therapy for head and neck carcinoma and iatrogenic injury following multiple tympanoplasties and canalplasties. A mastoid cortex bone graft was placed and secured anterior to the bony EAC defect through an endaural approach. Two patients wore a dental retainer postoperatively to keep the condyle in an open position. After reconstruction, patients reported an improvement in their presenting symptoms. There was no recurrence of TMJ herniation in all cases after 1, 4, and 9 years. CONCLUSIONS: Anterior EAC reconstruction with autologous bone grafting can be an effective definitive treatment in TMJ herniation. To our knowledge, this is the first report of the use of bone grafting to reconstruct the canal defect in TMJ herniation.Level of Evidence: V.

Facial Pressure Injuries from Prone Positioning in the COVID-19 Era.

OBJECTIVE/HYPOTHESIS: This study aimed to determine the incidence of facial pressure injuries associated with prone positioning for COVID-19 patients as well as to characterize the location of injuries and treatments provided. METHODS: This was a retrospective chart review of 263 COVID-19 positive patients requiring intubation in the intensive care units at MedStar Georgetown University Hospital and MedStar Washington Hospital Center between March 1st and July 26th, 2020. Information regarding proning status, duration of proning, presence, or absence of facial pressure injuries and interventions were collected. Paired two-tailed t-test was used to evaluate differences between proned patients who developed pressure injuries with those who did not. RESULTS: Overall, 143 COVID-19 positive patients required proning while intubated with the average duration of proning being 5.15 days. Of those proned, 68 (47.6%) developed a facial pressure injury. The most common site involved was the cheek with a total of 57 (84%) followed by ears (50%). The average duration of proning for patients who developed a pressure injury was significantly longer when compared to those who did not develop pressure injuries (6.79 days vs. 3.64 days, P < .001). CONCLUSIONS: Facial pressure injuries occur with high incidence in patients with COVID-19 who undergo prone positioning. Longer duration of proning appears to confer greater risk for developing these pressure injuries. Hence, improved preventative measures and early interventions are needed. LEVEL OF EVIDENCE: 4 Laryngoscope, 131:E2139-E2142, 2021.