Defining Standard Values for FaceReader Facial Expression Software Output.

BACKGROUND: FaceReader is a validated software package that uses computer vision technology for facial expression recognition which has become increasingly popular in academic research to expedite, scale, and decrease the cost of facial emotion analysis. In this study, we compare FaceReader analysis to human evaluator interpretation in order to define standard values for the software output. METHODS: Randomly generated facial images produced by generative adversarial networks were analyzed using FaceReader and by survey participants (n=496). The age, facial emotion, and intensity of emotion as determined by the software and survey participants were recorded. Results were analyzed and compared. RESULTS: 80 randomly generated images (20 children, 20 young adult, 20 middle aged, and 20 elderly; 38 male and 42 female) were included. Analysis of correlation between most common expression identified by FaceReader and the primary emotion detected by surveyors showed strong correlation (κ = 0.77, 95% CI = 0.64-0.91). On analyzing this correlation by age group, there was fair correlation in children (κ = 0.40, 95% CI = 0.078-0.72), perfect correlation in young adults (κ = 1.0, 95% CI = 1.0-1.0), strong correlation in middle aged adults (κ = 0.79, 95% CI = 0.53-1) and near perfect in elderly adults(κ = 0.9 , 95% CI = 0.7-1.0). CONCLUSIONS: We provided the first study defining the expected average values generated by FaceReader in generally smiling images. This can be used as a standard in future studies. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors   www.springer.com/00266 .

How Brow Rotation Affects Emotional Expression Utilizing Artificial Intelligence.

BACKGROUND: It is well known that brow position affects emotional expression. However, there is little literature on how and to what degree this change in emotional expression happens. Previous studies on this topic have utilized manual rating; this method of study remains small and labor intensive. Our objective is to correlate manual brow rotations with emotional outcomes using artificial intelligence to objectively determine how specific brow manipulations affected human expression. METHODS: We included 53 brow-lift patients in this study. Pre-operative patients' brows were rotated to - 20, - 10, +10, and +20 degrees in respect to the central axis of their existing brow using PIXLR, a cloud-based set of image editing tools and utilities. These images were analyzed using FaceReader, a validated software package that uses computer vision technology for facial expression recognition. The primary facial emotion and intensity of facial action units (0 = no action unit detected to 4 = most intense action unit detected) generated by the software were recorded. RESULTS: 265 total images [5 images (pre-operative, - 20 degree brow rotation, - 10, +10, and +20) per patient] were analyzed using FaceReader. The primary emotion detected in the majority of images was neutral. The percentage of disgust in patients' expressions, as detected by FaceReader, increased with increased positive brow rotation (1.76% disgust detected at - 20 degrees, 2.09% at - 10 degrees, 2.65% at neutral, 2.61% at +10 degrees, and 2.95% at +20 degrees). In contrast, the percentage of sadness in patients' expressions decreased with increased positive brow rotation (29.92% sadness detected at - 20 degrees, 21.5% at - 10 degrees, 11.42% at neutral, 15.75% at +10 degrees, and 12.86% at +20 degrees). Our facial action unit analysis corresponded with primary emotion analysis. The intensity of the inner brow raiser decreased with increased positive brow rotation 8.54% at - 20 degrees, 4.21% at - 10 degrees, 1.48% at neutral, 0.84% at +10 degrees, and 0.76% at +20 degrees). The intensity of the outer brow raiser increased with increased positive brow rotation (0.97% at - 20 degrees, 0.45% at - 10 degrees, 1.12% at neutral, 5.45% at +10 degrees, and 11.19% at +20 degrees). CONCLUSION: We demonstrated that increasing the degree of brow rotation correlated positively with the percentage of disgust and inversely with the percentage of sadness detected by FaceReader. This study demonstrated how different manipulated brow positions affected emotional outcomes using artificial intelligence. Physicians can use these findings to better understand how brow-lifts can affect the perceived emotion of their patients. LEVEL OF EVIDENCE III: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

Examining the Impact of Breast Augmentation vs Hormone Therapy on Chest Femininity of Transgender Women.

BACKGROUND: For transgender women, there is often the innate assumption that surgical breast augmentation will increase perceived chest femininity beyond hormone therapy alone. OBJECTIVES: This study aimed to evaluate whether lay individuals found surgically augmented breasts more feminine than breast development from hormone replacement therapy alone in transgender patients. METHODS: We obtained preoperative (maximal breast growth on hormone therapy) and postoperative chest (after primary augmentation) images of 22 transgender patients, and age- and BMI-matched cisgender male (n = 17) and female (n = 21) control patients. Survey respondents (n = 271) rated each image on a scale of 1 (very feminine) to 5 (very masculine). Results were compared by survey respondent gender identity and sexual orientation. RESULTS: There was a significant difference in mean femininity score between all image types. Mean score for transgender patients fell by 0.478 points after surgery (P < .0001). Subgroup analysis looking at transgender participants revealed the same significance trend postoperatively. Transgender respondents also found no difference in femininity between female controls and postoperative transgender patients (P = .132). We also compared mean femininity scores across 4 self-identified respondent subgroups: cisgender and heterosexual, cisgender and lesbian, gay, or bisexual (LGB), transgender and heterosexual, and transgender and LGB. The cisgender and heterosexual subgroup rated the postoperative transgender patients more feminine than any of the other respondent subgroups (LGB P < .001, transgender and LGB P < .001, transgender only P = .018). CONCLUSIONS: This study shows that breast augmentation significantly increased the perception of femininity. Furthermore, gender identity and sexual orientation are important in how lay persons perceive transgender patients.

Seminal Studies in Facial Reanimation Surgery: Consensus and Controversies in the Top 50 Most Cited Articles.

ABSTRACT: Facial paralysis can impair one's ability to form facial expressions that are congruent with internal emotion. This hinders communication and the cognitive processing of emotional experience. Facial reanimation surgery, which aims to restore full facial expressivity is a relatively recent undertaking which is still evolving. Due in large part to published techniques, refinements, and clinical outcomes in the scientific literature, consensus on best practice is gradually emerging, whereas controversies still exist.Taking stock of how the discipline reached its current state can help delineate areas of agreement and debate, and more clearly reveal a path forward. To do this, the authors have analyzed the 50 seminal publications pertaining to facial reanimation surgery. In longstanding cases, the free gracilis transfer emerges as a clear muscle of choice but the nerve selection remains controversial with prevailing philosophies advocating cross facial nerve grafts (with or without the support of an ipsilateral motor donor) or an ipsilateral motor donor only, of which the hypoglossal and nerve to masseter predominate. The alternative orthodoxy has refined the approach popularized by Gillies in 1934 and does not require the deployment of microsurgical principles. Although this citation analysis does not tell the whole story, surgeons with an interest in facial reanimation will find that this is a good place to start.

Endoscopic Browlift in Patients With Receding Hairlines.

ABSTRACT: Patients with receding or high hairlines have traditionally been considered unfavorable candidates for endoscopic brow lift as this can further lengthen the hairline. We analyzed outcomes in patients that underwent a novel endoscopic brow lift technique with placement of incisions and anchoring Endotine Forehead Devices (CoApt Systems Inc, Palo Alto, CA, USA) directly at the natural forehead crease lines, in an effort to minimize elevation of the hairline, whereas providing well-hidden scars. We retrospectively reviewed all patients who underwent this new Endotine and incision placement between 2016 and 2020. Preoperative and postoperative photographs of all patients were analyzed to determine the postoperative changes in brow elevation and forehead length proportion (defined as length from cranium to chin).The forehead length proportion was unchanged pre- and post-operatively, with no statistically significant differences noted (P = 0.48). The average brow position elevation ranged from 2.78 mm in the medial location to 5.05 mm in the lateral location. All patients were happy with their appearance and had improved visual fields postoperatively. The forehead scars healed well and were well hidden in forehead rhytids at long term follow-up.This novel endoscopic brow lift technique provides an option to utilize a minimally invasive approach in patients with receding hairline. With this technique, visible scars were minimized, whereas still being able to achieve reasonable brow elevation. Thus, our approach enables long term maintenance of brow elevation with inconspicuous scars in the forehead.

Detection of Baseline Emotion in Brow Lift Patients Using Artificial Intelligence.

BACKGROUND: The widespread popularity of browlifts and blepharoplasties speaks directly to the importance that patients place on the periorbital region of the face. In literature, most esthetic outcomes are based on instinctive analysis of the esthetic surgeon, rather than on patient assessments, public opinions, or other objective means. We employed an artificial intelligence system to objectively measure the impact of brow lifts and associated rejuvenation procedures on the appearance of emotion while the patient is in repose. METHODS: We retrospectively identified all patients who underwent bilateral brow lift for visual field obstruction between 2006 and 2019. Images were analyzed using a commercially available facial expression recognition software package (FaceReader™, Noldus Information Technology BV, Wageningen, Netherlands). The data generated reflected the proportion of each emotion expressed for any given facial movement and the action units associated. RESULTS: A total of 52 cases were identified after exclusion. Pre-operatively, the angry, happy, sad, scared, and surprised emotion were detected on average of 13.06%, 1.68%, 13.06%, 3.53%, and 0.97% among all the patients, respectively. Post-operatively, the angry emotion average decreased to 5.42% (p=0.009). The happy emotion increased to 9.35% (p=0.0013), while the sad emotion decreased to 5.42%. The scared emotion remained relatively the same at 3.4%, and the surprised emotion increased to 2.01%; however, these were not statistically significant. CONCLUSION: This study proposes a paradigm shift in the clinical evaluation of brow lift and other facial esthetic surgery, implementing an existing facial emotion recognition system to quantify changes in expression associated with facial surgery. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

Eye-Tracking Technology in Plastic and Reconstructive Surgery: A Systematic Review.

BACKGROUND: The use of eye-tracking technology in plastic surgery has gained popularity over the past decade due to its ability to assess observers' visual preferences in an objective manner. OBJECTIVES: The goal of this study was to provide a comprehensive review of eye-tracking studies in plastic and reconstructive surgery, which can aid in the design and conduct of high-quality eye-tracking studies. METHODS: Through application of Preferred Reporting Items for Systematic review and Meta-Analysis (PRISMA) guidelines, a comprehensive search of articles published on eye-tracking across several databases was conducted from January 1946 to January 2019. Inclusion criteria included studies evaluating the use of eye-tracking technology in the field of plastic and reconstructive surgery. The resulting publications were screened by 2 independent reviewers. RESULTS: A total of 595 articles were identified, 23 of which met our inclusion criteria. The most common application of eye-tracking was to assess individuals with cleft lip/palate (9 studies). All 19 studies that evaluated fixation patterns among conditions vs controls reported significant differences between the 2 groups. Five out of 7 studies assessing visual data between preoperative and postoperative patients identified significant differences between the preoperative and postoperative groups, whereas 2 studies did not. Nine studies examined the relation between severity indices, attractiveness scores, or personality ratings and gaze patterns. Correlation was found in 7 out of the 9 studies. CONCLUSIONS: This systematic review demonstrates the utility of eye-tracking technology as a quantifiable objective assessment and emerging research tool for evaluating outcomes in several domains of plastic and reconstructive surgery.

Trends in Enteral Access Placement Among Patients With Oral Clefts: Evaluation of 46 617 Patient Admissions.

OBJECTIVE: It is well known that patients with oral clefts have challenges with feeding. Enteral feeding access, in the form of gastrostomy, is often utilized to supplement or replace oral intake. Although commonly performed, these procedures have reported complication rates as high as 83%. We intend to discover rates of enteral access in patients with oral clefts and report-related outcomes. DESIGN: The Healthcare Cost Utilization Project Kids' Inpatient Database from 2000 to 2012 was analyzed using patients with oral clefts and enteral access procedures. The χ2 test was used for univariate analyses of proportions, and linear regression was used to analyze trends. Multivariate logistic regression was used to analyze odds ratios. RESULTS: Of the 46 617 patient admissions included, 14.6% had isolated cleft lip (CL), 51.7% cleft lip and palate (CLP), and 43.7% isolated cleft palate. The rates of enteral access in the oral cleft population increased from 3.7% in 2000 to 5.8% in 2012 ( P < .001). Increased rates were identified in patients with ( P = .019) and without ( P < .001) complex conditions. A significant increase in the rate of enteral access was seen in patients with CLP ( P < .001) and isolated cleft palate ( P < .001). No difference was seen in the isolated CL group ( P = .096). Patients with complex conditions were at a 4.4-fold increased risk and those admitted to urban, teaching hospitals were at a 4.7-fold risk of enteral access placement. CONCLUSIONS: The rates for enteral feeding access increased significantly from 2000 to 2012. The reasons for the increased incidence are unclear. Invasive enteral access procedures have been shown to have a multitude of complications. Careful patient selection should be done before placement of invasive enteral access.

Universal Applicability of the Furlow Palatoplasty: Resident as Primary Surgeon in a Consecutive, Nonselective Series.

BACKGROUND: Questions persist regarding the general applicability of the Furlow palatoplasty technique, and thus, widespread adoption of its use has been uneven. This study describes a consecutive, nonselective series of primary Furlow palatoplasties. Highlighted is the unique fact that plastic surgical residents functioned as the primary surgeon for all steps of all procedures throughout the series. METHODS: A retrospective review was undertaken of all primary palatoplasties performed under the direction of the senior surgeon between December 2005 and April 2012. A stringent requirement for speech outcome reporting was patient age at the latest assessment of older than 4.5 years. Other measured parameters included fistula rate, incidence of secondary surgery, and procedure duration. RESULTS: Seventy-five patients were included in this study. Nasal resonance was rated as "normal" in 56.1% of the patients and "mildly hypernasal or better" in 95.1% of the patients. Articulation errors were detected in 14.6% of the patients, and symptoms related to nasal air emission were detected in 4.9% of the patients. Overall fistula rate was 5.3%. The following associations were detected: (1) Veau cleft type and procedure duration, P = 0.001; (2) resident year of training and procedure duration, P = 0.009; (3) developmental delay and resonance score, P = 0.002; (4) patient age at surgery and resonance score, P = 0.025; and (5) presence of syndrome and resonance score, P = 0.036. CONCLUSIONS: This nonselective series of consecutive Furlow palatoplasty procedures demonstrates that plastic surgical residents are able to match best published clinical results performing the entire procedure under the close supervision and guidance of an assisting surgical mentor.

The impact of chest contouring aesthetics outcomes: a pilot eye tracking study.

Eye-tracking technology was used to assess aesthetic surgical outcomes in transgender and gender diverse patients who are assigned female at birth and who seek gender affirming chest surgery. Post-surgery, observers focused more on scars than on the nipple-areolar complex. Ratings for similarity to cis-male chests significantly increased. This series highlights the objective evaluation of visual perception and masculinity assessments using eye-tracking.

Immediate Breast Reconstruction Outcomes in Patients with Prior Mantle and Whole Breast Irradiation.

Background: Limited studies have detailed the risk of mastectomy with immediate breast reconstruction among women who previously received mantle field radiation. Methods: A single institution retrospective review from 2010 to 2020 of patients previously treated with mantle field radiation (MF-RT) and subsequent mastectomy with immediate breast reconstruction was performed. Patients with prior whole breast irradiation (WBI) were also included as a reference group. Demographic, comorbidity, and surgical factors were collected. The primary outcome was major complications, defined as those requiring reoperation, intravenous antibiotics, or debridement. Results: Fourteen patients with prior MF-RT (27 breasts) and 129 with prior WBI (132 breasts) underwent mastectomy with immediate reconstruction. Prior MF-RT patients were significantly younger (43.8 versus 57.5, P < 0.001) and had significantly lower body mass index (23.6 versus 26.8, P = 0.004) compared with prior WBI patients. Nipple-sparing mastectomy was significantly more common in the mantle than in the WBI patients (78.6% versus 35.9%, P = 0.03). Most (13, 92.9%) prior mantle patients underwent tissue expander/implant-based reconstruction. Three (21.4%) prior MF-RT patients had major complications at any point, but none required an alternative type of reconstruction. On multiple variable analysis, there was no significant difference in major complication risk among prior MF-RT versus WBI patients (HR 0.74, confidence interval 0.20-2.70, P = 0.74). Conclusion: Immediate tissue expander/implant-based reconstruction in prior MF-RT patients seems safe, with a complication risk similar to that of prior WBI patients.

Impact of Surgical Rejuvenation on Visual Processing and Character Attribution of Faces.

Background: This study considers observers' reflexive responses to the rejuvenated face, and how instinctive responses relate to subjective judgment. We investigated observers' reflexive perception of faces both pre and post surgical intervention during the early stages of visual processing. Subjective character attribution for all test images was also assessed by the same observers. Method: Forty frontal facial images of 20 patients portraying the pre- and postoperative high superficial musculoaponeurotic system facelift along with variable concomitant procedures were studied. Nineteen lookzone regions were mapped post hoc onto each image. Forty observers examined the images, whereas an eye-tracking camera recorded their eye movements. Visual fixation data were recorded and analyzed. Observers also rated each image on the basis of five elemental positive character attributes. Results: A statistically coherent but nonsignificant (P > 0.05) trend was identified with the surgical intervention resulting in greater attention being paid to the central triangle region of the face with reduction in attention to the facial periphery. Facial rejuvenation significantly increased the subjective character ratings of all five positively valenced attributes tested. Average age estimate of the photos decreased significantly from 54 to 48.6 years (true average age of 57.4 years). Conclusions: We provide data illustrating both reflexive and subjective responses to facial rejuvenation. Observers reported a more favorable impression of the treated faces and evaluated them as being younger than their true age. A trend was detected for increased visual fixation of the central facial region following rejuvenation. Interpretation of these findings and indication for further research is provided.

Artificial Intelligence in Surgical Evaluation: A Study of Facial Rejuvenation Techniques.

Background: Aesthetic facial surgeries historically rely on subjective analysis in determining success; this limits objective comparison of surgical outcomes. Objectives: This case study exemplifies the use of an artificial intelligence software on objectively analyzing facial rejuvenation techniques with the aim of reducing subjective bias. Methods: Retrospectively, all patients who underwent facial rejuvenation surgery with concomitant procedures from 2015 to 2017 were included (n = 32). Patients were categorized into Groups A to C: Group A-10 superficial musculoaponeurotic system (SMAS) plication facelift (n = 10), Group B-SMASectomy facelift (n = 7), and Group C-high SMAS facelift (n = 15). Neutral repose images preoperatively and postoperatively (average >3 months) were analyzed using artificial intelligence for emotion and action unit alterations. Results: Postoperatively, Group A experienced a decrease in happiness by 0.84% and a decrease in anger by 6.87% (P >> .1). Group B had an increase in happiness by 0.77% and an increase in anger by 1.91% (P >> .1). Both Group A and Group B did not show any discernable action unit patterns. In Group C, the lip corner puller AU increased in average intensity from 0% to 18.7%. This correlated with an average increase in detected happiness from 1.03% to 13.17% (P = .008). Conversely, the average detected anger decreased from 14.66% to 0.63% (P = .032). Conclusions: This study provides the first proof of concept for the use of a machine learning software application to objectively assess various aesthetic surgical outcomes in facial rejuvenation. Due to limitations in patient heterogeneity, this study does not claim one technique's superiority but serves as a conceptual foundation for future investigation.

Novel Method of Dual-innervated Free Gracilis Muscle Transfer for Facial Reanimation: A Case Series.

Background: Dynamic facial reanimation is the gold standard treatment for a paralyzed face. The use of the cross-face nerve graft (CFNG) in combination with the masseteric nerve to innervate the free gracilis muscle has been reported to provide both spontaneity and strong neural input. We report a case series of dual innervation, using a novel method where the branch to masseter is coapted to the side of the CFNG. Methods: Eight patients received free gracilis muscle transfer using the new dual innervation method between September 2014 and December 2017. The CFNG, which was performed nine months prior, was sutured in an end-to-end fashion to the obturator nerve. A nerve graft was coapted to the ipsilateral masseteric nerve and then sutured in an end-to-side fashion to the CFNG proximal to its coaptation to the obturator nerve. Results: All patients recovered smile function with and without teeth clenching around the same time period. Smiles without teeth clenching appeared later in two of eight patients and earlier in one of eight patients, being noted at an average of 8.25 months of follow-up versus 7.6 months. The estimate of true attainment is limited by the spacing of follow-up dates. Average follow-up time was 36.07 months (range: 10-71.5). FACE-Gram software smile analysis with and without biting demonstrated similar excursion on average (7.64 mm versus 8.6 mm respectively, P = 0.93), both of which are significantly improved from preoperation. Conclusion: This novel method of a dual-innervated free gracilis muscle transfer offers a viable technique that achieves a symmetric, strong, and emotional smile.

No Increase in Complications With Intravenous Tranexamic Acid Use in Vaginoplasty: A Retrospective Study.

Background: Across surgical specialties, tranexamic acid (TXA) is applied to reduce intraoperative and postoperative bleeding. Within plastic surgery, both topical and intravenous routes are used. The application of TXA has yet to be examined in vaginoplasties. Methods: The authors performed a retrospective chart review of Mayo Clinic patients receiving penile inversion vaginoplasty from January 2017 through July 2021. Incidence of hematoma formation was assessed as the primary outcome. Secondary outcomes included perioperative hemoglobin, vaginoplasty complications, and possible TXA complications. These outcomes were compared across topical only (t-TXA), any intravenous (IV- TXA), and no TXA groups. Results: Of the 124 vaginoplasties, 21 patients received t-TXA only and 43 received any IV-TXA. Only 4 patients developed a hematoma; 2 were from the no TXA group and 2 were from the any IV-TXA group. There was no significant change in perioperative hemoglobin across groups. Analysis showed lower incidence of divergent urine stream (odds ratio [OR], 0.499 [95% confidence interval (CI)], 0.316-0.789], P = .003) and neovaginal stenosis (OR, 0.435 [95% CI, 0.259-0.731], P = .002) within the any IV-TXA group and no increased incidence of other complications. Conclusions: The use of either t-TXA or IV-TXA in vaginoplasty cases did not result in an increased rate of complications. There was no significant reduction in hematoma formation or postoperative hemoglobin decrease across groups.

Using artificial intelligence to analyze emotion and facial action units following facial rejuvenation surgery.

INTRODUCTION: There remains a lack of standards in facial rejuvenation procedures, which may be attributed to the subjective measures used to determine surgical outcomes and success. The aim of this study was to evaluate the use of machine learning technology, i.e. FaceReader™, to objectively measure facial rejuvenation surgery outcomes. METHODS: Using a retrospective study design, we enrolled a cohort of patients undergoing high SMAS facelift with/without additional procedures during a one-year interval. The predictor variable was surgery done (pre- vs. postoperative). The outcome variables were 28 facial action units, happiness, and sadness emotions, detected by FaceReader™. Appropriate statistics were calculated at α = 0.05. RESULTS: The sample comprised of 15 patients (11 females, 15 Caucasians, mean age of 55.7 years). There was an average increase in detected happy emotion from 1.03% to 13.17% (p>0.01). Conversely, the average angry emotion detected decreased from 14.66% to 0.63% (p<0.05). There were no other distinct action unit patterns across the operation. CONCLUSION: Despite a small sample size, the results of this study suggest that FaceReader™ can be used as an objective outcome assessment tool in patients undergoing high SMAS facelift with/without its adjuncts.

Impact of Surgical Rejuvenation on Visual Processing and Character Attribution of Periorbital Aging.

BACKGROUND: The perceptual response to aging changes in the periorbital region and the effects of surgical rejuvenation on that response have not been elucidated. The authors examined the reflexive visual response to periorbital aging before and after brow lift and upper blepharoplasty surgery and investigated how observers' character attributions of the images were affected by the rejuvenative intervention. METHODS: Preoperative and postoperative photographs were obtained of patients with brow ptosis and dermatochalasis who underwent brow lift and blepharoplasty. Forty observers examined each image while an infrared eye-tracking camera continuously recorded their eye movements. The observers rated the images with respect to character attributes (attractiveness, trustworthiness, sociability, healthiness, and capability) on a scale of one to seven. RESULTS: Fourteen patients who underwent brow lift and blepharoplasty were identified and studied. The surgical intervention was found to increase observers' attention to the eye and brow region, while decreasing relative attention to the forehead and lower eyelid areas; increase the two-dimensional surface area of the forehead and eye and brow zones in a manner directly associated with the measured changes in visual attention; and significantly increase the ratings for all five positively valanced character attributes compared with preoperative controls. CONCLUSIONS: The authors provide an important combination of explicit and implicit data illustrating how surgical rejuvenation unveils the periorbital region to the observer. This change in pattern of inspection was associated with an improvement in the perception of character.

Pseudoaneurysm of the Superficial Palmar Arch in a 6-month-old Child: A Case Report.

Hand aneurysms in infants are extremely rare and, unlike their adult counterparts, cannot be explained by repetitive trauma to the palm. When they occur, they are most often located in the ulnar artery. Usually there is no history of trauma, and an alternative diagnosis like malignancy must be excluded. Helpful physical findings to aid diagnosis include rapid appearance of a mass over the course of a few days, pulsatile nature, and location along the ulnar side of the hand. These cases can be challenging and excisional biopsy may be required if the lesion is thrombosed and does not have a characteristic appearance on imaging. Aneurysms located in the palmar arch or common digital arteries are usually treated with simple excision, while those located in the ulnar artery often require repair or reconstruction. Here we present a unique case of an infant with a pseudoaneurysm involving the superficial palmar arch on the radial side of the hand with a likely congenital etiology. Diagnostic challenges and treatment options are discussed.

Using Artificial Intelligence to Measure Facial Expression following Facial Reanimation Surgery.

Social interactions are largely dependent on the interpretation of information conveyed through facial expressions. Although facial reanimation seeks restoration of the facial expression of emotion, outcome measures have not addressed this directly. This study evaluates the use of a machine learning technology to directly measure facial expression before and after facial reanimation surgery. Fifteen study subjects with facial palsy were evaluated both before and after undergoing cross-facial nerve grafting and free gracilis muscle transfer. Eight healthy volunteers were assessed for control comparison. Video footage of subjects with their face in repose and with a posed, closed-lip smile was obtained. The video data were then analyzed using the Noldus FaceReader software application to measure the relative proportions of seven cardinal facial expressions detected within each clip. The facial expression recognition application detected a far greater happy signal in postoperative (42 percent) versus preoperative (13 percent) smile videos (p < 0.0001), compared to 53 percent in videos of control faces smiling. This increase in postoperative happy signal was achieved in exchange for a reduction in the sad signal (15 percent to 9 percent; p = 0.092) and the neutral signal (57 percent to 37 percent; p = 0.0012). For video clips of patients in repose, no significant difference in happy emotion was detected between preoperative (3.1 percent) and postoperative (1.4 percent) states (p = 0.5). This study provides the first proof of concept for the use of a machine learning software application to objectively quantify facial expression before and after surgical reanimation. CLINICAL QUESTION/LEVEL OF EVIDENCE:: Diagnostic, IV.

Dual innervation of free gracilis muscle for facial reanimation: What we know so far.

BACKGROUND: In the last decade, some institutions have begun combining the CFNG and masseteric nerve to provide dual innervation to the gracilis muscle for dynamic facial reanimation in facial paralysis patients. We reviewed the various ways that these two nerves have been coapted to provide dual innervation, and summarized the functional outcome for these methods. METHODS: A search of the Ovid EMBASE, MEDLINE, Cochrane, and Scopus databases was performed from 1946 to May 2019 for dual innervation of gracilis muscle using CFNG plus masseteric nerve for facial reanimation. RESULTS: A total of 184 articles were identified in the initial search, of which seven met our inclusion criteria. Three additional abstracts with 43 patients were identified but the level of details was not sufficient to include the results in the analysis. A total of 57 patients were reviewed (mean age of 42.1 years (6-79 years)). The majority of dual innervation procedures were performed using the ipsilateral masseteric nerve sutured end-to-end to the obturator nerve, and an additional CFNG connected end-to-side to the obturator nerve. In the 26 patients with Terzis scores available, there were no differences between masseteric nerve coapted end-to-end and CFNG as end-to-side to the obturator, or the reverse coaptation. All but two patients achieved function of the gracilis activated by the masseteric nerve within 2-5 months. CONCLUSIONS: This review shows that dual innervation of the gracilis is safe; and in some cases, does appear to provide early onset gracilis activation as well as an eventual spontaneous smile.