Citations 41

Artificial Intelligence for Evaluation of Emotions behind Face Masks

Plastic & Reconstructive Surgery | January 25, 2023 | Volume: 151 | Issue: 2 | Pages: 354e-356e

10.1097/prs.0000000000009878 | PMID 36696347

Point of Care Virtual Surgical Planning and 3D Printing in Facial Feminization Surgery

Seminars in Plastic Surgery | December 7, 2022 | Volume: 36 | Issue: 03 | Pages: 164-168

10.1055/s-0042-1754388 | PMID 36506273

AbstractThe use of virtual surgical planning (VSP) and three-dimensional printing (3DP) technologies in the routine facial feminization surgery practice has gained a significant popularity over the past few years. The clinical applications of them are claimed to improve safety, accuracy, and efficiency of facial feminization surgeries. In this article, we review and discuss the current applications of VSP and 3DP in different facial feminization procedures.
Virtual Surgical Planning and 3D-Printed Surgical Guides in Facial Allotransplantation

Seminars in Plastic Surgery | December 7, 2022 | Volume: 36 | Issue: 03 | Pages: 199-208

10.1055/s-0042-1756452 | PMID 36506279

Abstract The complex three-dimensional (3D) anatomy in facial allotransplantation creates a unique challenge for surgical reconstruction. Evolution of virtual surgical planning (VSP) through computer-aided design and computer-aided manufacturing has advanced reconstructive outcomes for many craniomaxillofacial indications. Surgeons use VSP, 3D models, and surgical guides to analyze and to trial surgical approaches even prior to entering the operating room. This workflow allows the surgeon to plan osteotomies and to anticipate challenges, which improves surgical precision and accuracy, optimizes outcomes, and should reduce operating room time. We present the development, evolution, and utilization of VSP and 3D-printed guides in facial allotransplantation at our institution, from guide conception to first clinical case.
Impact of Surgical Rejuvenation on Visual Processing and Character Attribution of Periorbital Aging

Plastic & Reconstructive Surgery | June 23, 2022 | Volume: 150 | Issue: 3 | Pages: 539-548

10.1097/prs.0000000000009458 | PMID 35749255

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.
35. BROWLIFT: CORRELATION OF ARTIFICIAL INTELLIGENCE WITH EXCURSION MEASUREMENTS IN IDENTIFYING SURGICAL EFFICACY

Plastic and Reconstructive Surgery - Global Open | April 1, 2022 | Volume: 10 | Issue: 4S | Pages: 18-18

10.1097/01.gox.0000828128.08724.ed

P11. UPPER BLEPHAROPLASTY WITH OR WITHOUT PTOSIS CORRECTION: AN ANALYSIS OF OUTCOMES IN 533 CONSECUTIVE PROCEDURES AT AN ACADEMIC HOSPITAL

Plastic and Reconstructive Surgery - Global Open | April 1, 2022 | Volume: 10 | Issue: 4S | Pages: 54-55

10.1097/01.gox.0000828412.69249.88

Abdominal Panniculectomy: An Analysis of Outcomes in 238 Consecutive Patients over 10 Years

Plastic and Reconstructive Surgery - Global Open | February 1, 2022 | Volume: 9 | Issue: 11 | Pages: e3955

10.1097/gox.0000000000003955 | PMID 34840922

Background: Panniculectomy is a commonly performed body contouring procedure to address skin laxity and its related complications. This study aimed to assess clinical outcomes of abdominal panniculectomy and identify predictors of complications at a tertiary academic healthcare center. Methods: A retrospective review of patients who underwent panniculectomy between January 2010 and January 2020 at our institution was performed. Exclusion criteria were a history of prior panniculectomy or abdominoplasty. Patient characteristics and clinical outcomes were collected. Univariate and multivariable analyses were performed to assess the risk factors of complications. Results: The mean age in the included 238 patients was 51.7 ± 12.7 years, and the mean body mass index (BMI) at the time of panniculectomy was 33 ± 7.5 kg/m 2 . Median resection weight was 2.7 kg (range: 0.15–14.6) and median length of hospital stay was 2 days (range: 0–24). Mean follow-up time was 50 ± 37 months. The rate of major complications was 22.3%. Revision surgery was performed in 3.4% of the cases. Multivariable analyses demonstrated that increase in BMI ( P = 0.007) and active smoking ( P = 0.026) were significantly associated with increased odds of major complication, and increase in BMI ( P = 0.0004), history of venous thromboembolism ( P = 0.034) and having a concomitant ventral hernia repair ( P = 0.0044) were significantly associated with having a length of hospital stay of 3 days or more. Conclusions: Panniculectomy is generally safe to perform, with major postoperative complication rate of 22.3% in our series. Increase in BMI and active smoking were significantly associated with having a major complication. Higher BMI, concomitant hernia repair, and a history of venous thromboembolism were associated with length of hospital stay of 3 days or more.
The Utility of the Omentum Flap for Complex Intrathoracic Problems

Plastic Surgery | October 26, 2021 | Volume: 31 | Issue: 1 | Pages: 17-23

10.1177/22925503211024745 | PMID 36755825

Introduction: Omentum flap is a viable reconstructive option for complex chest wall and mediastinal reconstruction. The impact of vasoconstrictors and the laminar pattern of blood flow associated with left ventricular assist devices (LVADs) on the outcomes of reconstructions has not been thoroughly evaluated. Methods: A retrospective review of all patients who underwent chest wall or mediastinal reconstruction using pedicled omentum flaps between 2003 and 2019. Results: Forty patients (60% males) underwent chest wall or mediastinal reconstruction using a pedicled omentum flap at a mean age of 58 years. The median follow-up was 24.3 months. The most common indication was the reconstruction of anterior chest wall/sternal defects (n = 16), followed by coverage of repaired bronchopleural fistula (n = 6), osteoradionecrosis of the anterolateral chest wall (n = 5), reconstruction of anterior/lateral chest wall following oncologic resections (n = 5), coverage of replaced infected LVAD (n = 4), and coverage of exposed/replaced aortic root vascular grafts (n = 4). Vasoconstrictors were used in 26 patients (65%). Eight flaps had partial necrosis, and none of the flaps had complete necrosis. There was no difference in flap complication rates in patients who received vasoconstrictors during the case compared to those who did not ( P = 1.0). Thirteen (33%) flaps were skin grafted at a median of 13 days with 100% skin graft viability. Abdominal incisional hernia developed in 8 patients. In patients with LVADs, the omentum remained viable during the follow-up period. Conclusion: The ability of the omentum to easily reach various regions in the chest and the low failure rate make this flap a reliable reconstructive method.
Upper Blepharoplasty with Concurrent Ptosis Correction: A Safe and Effective Procedure

Plastic and Reconstructive Surgery - Global Open | October 23, 2021 | Volume: 9 | Issue: 10S | Pages: 20-21

10.1097/01.gox.0000799188.60801.d2

QS10: TOWARD AN OBJECTIVE OUTCOME IN FACIAL REJUVENATION SURGERY: AN EYETRACKING STUDY

Plastic and Reconstructive Surgery - Global Open | July 27, 2021 | Volume: 9 | Issue: 7S | Pages: 49-50

10.1097/01.gox.0000770196.47411.22

Purpose: The availability of an objective outcome measure for facial reconstructive surgery remains elusive. Evaluations submitted by external raters or by patient self-report are subjective, and may unreliably convey how one is perceived by others. We are interested in observers’ instantaneous responses to the human face. The goal of modern facelift and associated procedures for facial rejuvenation are to achieved subtle differences that lead to the perception of youth and attractiveness, yet the observer cannot pinpoint what exactly have been done to the patient’s face. We explored the visual markers that lead to differential perception of patients before and after facial rejuvenation surgery (high SMAS facelift, neck lift, fat grafting, brow lifts and blepharoplasty). Methods: 40 images were obtained which portrayed pre and post operative photos of patients who underwent high SMAS facelift, fat grafting, and browlifts and blepharoplasty for facial rejuvenation. Photographs were obtained before and after surgical correction (>3 months postop). 40 observers examined the images while an infrared eye-tracking camera recorded their eye movements. The observers were then asked to rate the image for character attributes (attractiveness, trustworthiness, sociability, healthy, and capability, 1-7 scale, and also estimate the age of the patient). Results: (i) The surgical intervention was found to decrease observers’ attention to the cervical region, but did not change how other areas are perceived significantly.(ii) The surgical intervention was found to significantly increase the character ratings for all five attributes compared to pre op controls: (sociable 3.53 to 4.18, trustworthy 3.85 to 4.20, attractive 3.34 to 3.3.90, health 4.07 to 4.61, capable 3.91 to 4.43.(iii) Average age estimate of the photos decreased significantly from 54 years (SD 6) to 48.6 years (SD 5.2), with true average age of 57.4 (7.6). Conclusion: We provide data illustrating a novel and objective technique to evaluate the effect of reconstructive intervention for facial rejuvenation. Consistent with the goals of subtle facial rejuvenation, the observers did not detect any particular areas of difference post operatively, but gain a more favorable impression of the person, and also perceived them as younger by a decade compared to their true age.