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Rames, Jess D.

https://orcid.org/0000-0001-9336-8231

Mayo Clinic

Mayo Clinic

Citations 24

A Comprehensive 3D Look into Male and Female Facial Skeletons: AI-Assisted Analysis of 280 CT Scans
Hussein, S.H., Shehab, Abdallah A. , Rames, Jess D. , Pazelli, Alexandre Meira, Martinez, Erick O., Hanson, Christian R., Morris, Jonathan M. , Abu Shehab, Abdallah, Pazelli, Alexandre M., Sharaf, Basel

Plastic & Reconstructive Surgery | February 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/prs.0000000000012920 Get It

Background: Sexual dimorphism in the facial skeleton is fundamental to aesthetics and gender perception. This study employs AI-assisted three-dimensional (3D) imaging to analyze morphological differences between males and females in the upper, mid, and lower facial regions. Methods: A retrospective analysis was conducted on 280 high-resolution craniofacial CT scans (147 females, 133 males) of adults aged 20 years and older. AI-assisted segmentation and modeling were performed using Materialise Mimics and 3-Matic software. The facial skeleton was divided into upper, mid, and lower regions for detailed morphometric evaluation. Statistical shape modeling (SSM) and heatmaps were used to visualize surface projection differences across age groups. Statistical comparisons were conducted to assess gender-based variation. Results: Significant sexual dimorphism was observed across all facial regions. In the upper face, males had greater interorbital width, frontotemporal brow width, inter-medial canthi distance, and more prominent frontal bossing. In the midface, males exhibited increased width, depth, and vertical height, with the most pronounced differences occurring in middle age. The lower face showed larger mandibular dimensions in males, including bigonial width, ramus height, and a sharper mental angle, while females had a more rounded chin and smoother mandibular contour. Heatmaps confirmed greater surface projection in male skeletons, particularly in the gonial and midfacial regions, with dimorphism decreasing with age. Conclusion: This represents the first large-sample CT study utilizing AI to comprehensively quantify facial skeletal dimorphism. Findings support the importance of gender-specific planning in facial reconstructive and aesthetic procedures.
Bilateral Kienböck Disease: Associations With Demographic, Systemic, and Radiologic Findings
Emanuels, Andrew, Rames, Jess D. , Tunaboylu, Mehmet Furkan , Moran, Steve, Emanuels, Andrew F., Rames, Jess, Moran, Steven L

HAND | July 8, 2025 | Volume: 21 | Issue: 5 | Pages: 772-777

10.1177/15589447251350174 Get It

Background: Kienböck disease most frequently affects 1 wrist and rarely occurs bilaterally. The purpose of this study is to describe the natural history and identify risk factors for development of bilateral Kienböck disease. Methods: After institutional review board approval, 350 patients with surgically managed Kienböck disease from 1976 to 2023 were identified. A retrospective review of the electronic medical record was used to collect demographic, clinical, and radiographic information. Two-tailed student t -test was used for continuous variable, and Fisher’s exact test was used for categorical variables with analysis of power. Results: Ten of 350 patients (2.9%) had bilateral disease. The mean age was 45 (range: 14-62) years, and 6 out of 10 patients were female. The mean follow-up time was 47 (range: 9-274) months. Three of the 10 patients were laborers. Antecedent trauma (n = 2), prior corticosteroid injection (n = 1), and concomitant autoimmune disease (n = 1) were rare events. There was no difference in Lichtman Stage comparing the dominant and nondominant hands, and 72.2% of wrists were ulnar negative. This was higher but not significantly different than the unilateral affected comparison cohort (60%). Sufficient power was demonstrated (0.99). Eighteen of 20 wrists were treated operatively. Two cases required operative revision due to progression of disease. Conclusions: The cause of bilateral versus unilateral Kienböck disease remains unclear. Bilateral disease was not associated with a higher incidence of autoimmune disease, systemic corticosteroid use, or exposure to heavy manual labor. However, thrombosis leading to avascular necrosis of the lunate may be influenced by hypercoagulable and inflammatory diseases. Surgeons should maintain a high index of suspicion for bilateral disease in patients with these comorbidities. Routine screening of the contralateral wrist is unjustified if the patient is asymptomatic.
SO5. Facial Bone Morphology Across Ethnicities: What Have We Learned From 349 CT Scans?
Hussein, S.H., Morris, Jonathan M. , Rames, Jess D. , Sharaf, Basel

Plastic and Reconstructive Surgery - Global Open | May 16, 2025 | Volume: 13 | Issue: S2 | Pages: 31-32

10.1097/01.gox.0001114096.68639.f9 Get It

P11. Demystifying Facial Bony Changes With Aging: AI-assisted Analysis of 564 Faces
Hussein, S.H., Rames, Jess D. , Morris, Jonathan M. , Shehab, Abdallah A. , Pazelli, Alexandre Meira, Sharaf, Basel

Plastic and Reconstructive Surgery - Global Open | May 16, 2025 | Volume: 13 | Issue: S2 | Pages: 49-50

10.1097/01.gox.0001114236.25889.79 Get It

Scaphocapitate Fusion and Proximal Row Carpectomy for Kienböck Disease: Comparative Analysis of Long-Term Outcomes
Emanuels, Andrew, Rames, Jess D. , Tunaboylu, Mehmet Furkan , Bodansky, David , Moran, Steven L. , Emanuels, Andrew F., Rames, Jess

Plastic & Reconstructive Surgery | May 6, 2025 | Volume: 156 | Issue: 5 | Pages: 763-771

10.1097/prs.0000000000012178 Get It

Background: In Kienböck disease with carpal collapse scaphocapitate fusion (SCF) and proximal row carpectomy (PRC), are mainstays of surgical treatment. This study analyzed objective and patient-reported outcomes after SCF or PRC in laborers versus nonlaborers. Methods: A retrospective cohort study of patients who underwent surgery for Kienböck disease within a single health system from 1976 to 2023 was conducted. Postoperative Disabilities of the Arm, Shoulder, and Hand (DASH) and Patient-Rated Wrist Evaluation (PRWE) scores were surveyed from the available population. Labor status, grip, ROM, and return to the operating room were collected and radiographs were analyzed. Results: Sixty-four patients underwent PRC, and 78 underwent SCF. Patients with PRC were significantly older than patients with SCF. Mean follow-up was 29 months (SD, 53 months). There was no significant difference in postoperative ROM or relative grip strength between the cohort groups. Laborers who underwent SCF demonstrated the least disability on DASH scores. There was no significant difference in postoperative DASH scores in PRC when comparing laborers versus nonlaborers. In contrast, the DASH and PRWE scores of patients who underwent SCF postoperatively varied between laborers and nonlaborers (mean ± SD, 11.1 ± 13.9 versus 30.5 ± 24.8, P = 0.005; and 17.5 ± 19.4 versus 42.3 ± 31.4, P = 0.024). Patients who underwent SCF had a greater rate of revision surgery compared with the PRC group (22 of 78 versus 6 of 64; P = 0.026). Wrist fusion rates were 19% for SCF compared with 1.6% for PRC ( P = 0.0007). Conclusions: SCF and PRC demonstrated no difference in postoperative ROM and grip based on labor status. Laborers with SCF had the least postoperative disability on DASH; however, SCF was associated with the need for additional surgical intervention and conversion to total wrist arthrodesis. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutc, III.
From Theory to Practice: Moving Toward Artificial Intelligence–powered Computer Vision Applications for Peripheral Motor Nerve Assessment of the Hand
Rames, Jess D. , Tunaboylu, Mehmet Furkan , Emanuels, Andrew, Moran, Steven L. , Tunaboylu, Mehmet F., Emanuels, Andrew F.

Plastic and Reconstructive Surgery - Global Open | May 1, 2025 | Volume: 13 | Issue: 4 | Pages: e6674

10.1097/gox.0000000000006674 Get It

Summary: Computer vision has emerged as a useful technology that may prove capable of facilitating remote clinical examinations in hand surgery. This study’s primary aim is to evaluate the efficacy of computer vision for assessing peripheral motor function and range of motion of the hand for future clinic and telemedicine purposes. Five healthy volunteer subjects (10 hands total) were filmed performing three static hand examinations (“peace sign,” “hitchhiker thumb,” and “OK sign”) as well as apposition. Videos were processed using the proprietary H.AI.ND program based on the MediaPipe API (Google, v0.9.2.1), generating temporal and spatial data for joint angle analysis. The median joint angles determined for each test were compared with their manually derived counterparts to assess accuracy and reliability. The measurements were compared at a population level using Wilcoxon signed rank tests and at the individual video level using interclass correlation analyses. The artificial intelligence–generated angle outputs demonstrated a high level of reliability when compared with manually determined measurements for the 3 clinical positions included in this study. Assessment of compound appositional movement also demonstrated high reliability with time-dependent multijoint evaluation. Goniometric analysis through computer vision applications may provide an easy and reliable alternative for hand evaluation in the normal population for both static and dynamic function. Further study is warranted to evaluate this program’s potential role for diagnostic assessment in the diseased population before and after surgical investigation.
How Does the Mandible Age? Comprehensive Artificial Intelligence–Assisted Shape Analysis in the White Population
Hussein, S.H., Rames, Jess D. , Shehab, Abdallah A. , Pazelli, Alexandre Meira, Sears, Victoria A. , Wentworth, Adam, Morris, Jonathan M. , Pazelli, Alexandre M., Sharaf, Basel

Plastic and Reconstructive Surgery - Global Open | April 21, 2025 | Volume: 13 | Issue: 4 | Pages: e6650

10.1097/gox.0000000000006650 Get It

Background: Mandible contour significantly influences facial appearance, framing the lower facial silhouette. Redefining mandibular contour is key for facial and neck rejuvenation. Yet, there is limited facial aging research across different lifespans and sexes. Here, we utilize artificial intelligence and advanced 3-dimensional (3D) analysis to elucidate mandibular aging patterns in male and female subjects. Methods: A retrospective analysis of facial computed tomography scans in White patients was conducted, categorizing subjects into 3 age groups (20–79 y) and stratifying them by sex. Artificial intelligence–assisted segmentation into 3D mandibles was done in Mimics v.25, and statistical shape modeling was used to create an average mandible for each group. Volume and linear measurements were assessed via 3D overlays. Results: Analysis of 280 mandibles demonstrated statistically significant aging changes in both sexes. Ramus height showed a marked decrease with age, by approximately 5.3 mm in women and 4.2 mm in men (P < 0.001). Interrami and intercondylar widths increased by a mean of 4–5 mm (P < 0.01). Women exhibited an increase in mandibular angle (P < 0.01), and bony resorption over the chin compared to men, who exhibited concentrated bone resorption at the gonion projection. Conclusions: Mandibular aging, independent of tooth loss, exhibits specific bone remodeling patterns by sex. Posteriorly, mandibular widths increase in both sexes, whereas ramus height decreases. Women experience more resorption at the anterior alveolar surface and chin than men. Statistical shape modeling effectively visualizes these patterns on a population level, bridging the gap between traditional aging research and current understanding.
Risk Factors for Ectropion After Lower Eyelid and Cheek Reconstruction Following Mohs Micrographic Surgery
Rames, Jess D. , Rames, Melissa M. , Yu, Caroline , Figueroa, Nicole Sanchez, Akpala, C.O., Hussein, Sara , Demer, Addison M. , Figueroa, Nicole Gabriela Sanchez , Yu, Caroline Y, Sanchez Figueroa, Nicole, Akpala, Christeebela O, Sharaf, Basel A, Sanchez Figueroa, Nicole Gabriela , Akpala, Christeebela O., Sharaf, Basel , Wagner, Lilly H.

Plastic and Reconstructive Surgery - Global Open | February 3, 2025 | Volume: 13 | Issue: 2 | Pages: e6498

10.1097/gox.0000000000006498 Get It

Background: Development of ectropion is a frequently reported complication after reconstruction of infraorbital Mohs defects. This study aimed to characterize preoperative and surgical factors contributing to ectropion development in patients undergoing reconstruction after Mohs micrographic surgery. Methods: We conducted a retrospective single-center case-control study on patients undergoing reconstruction of Mohs micrographic surgery defects involving the nonmarginal lower eyelid and upper cheek from 2011 to 2023. Pre- and postoperative photographs were reviewed to confirm defect location and postreconstructive eyelid malposition. Ectropion risk factors were determined with uni- and multivariate odds ratio analyses. Results: A total of 202 patients were included, 45 cases in the ectropion group and 157 in the control group. Negative orbital vector (P = 0.02), recurrent disease (P = 0.01), and greater defects size (P = 0.007) were associated with postreconstructive ectropion. Ectropion was more likely after multidisciplinary reconstruction (13.3% versus 1.4%, P < 0.001) and reconstruction with cervicofacial flaps (28.9% versus 4.2%, P < 0.0005); and less likely after primary closure (8.9% versus 28.5%, P < 0.001). Multivariate assessment (odds ratio [95% confidence interval], P value) revealed that combined cheek and eyelid defect involvement (4.32 [1.36–13.6], P = 0.01), larger size (1.07 [1.03–1.13], P < 0.001), and negative orbital vector (12.11 [2.65–65.42], P = 0.002) were independent risk factors for ectropion development. Conclusions: Combined cheek/lower eyelid defects and negative orbital vector increase the risk of postreconstructive ectropion. These findings can be used to optimize surgical technique and counsel patients on increased likelihood of this complication with possible need for revision surgery.
Midface Skeletal Sexual Dimorphism: Lessons Learned from Advanced Three-dimensional Imaging in the White Population
Abushehab, Abdallah, Rames, Jess D. , Hussein, Sara , Pazelli, Alexandre Meira, Sears, Tori A., Wentworth, Adam, Morris, Jonathan M. , Sharaf, Basel , Hussein, Sara M., Meire Pazelli, Alexandre, Sharaf, Basel A, Sharaf, Basel A

Plastic and Reconstructive Surgery - Global Open | October 9, 2024 | Volume: 12 | Issue: 10 | Pages: e6215

10.1097/gox.0000000000006215 Get It

Background: Facial shape is significantly influenced by the underlying facial bony skeleton. Sexual dimorphisms in these structures are crucial for craniofacial, aesthetic, and gender-affirming surgery. Previous studies have examined the orbits and upper face, but less is known about the midface. This study aimed to elucidate the sexual dimorphism in the midface region, focusing on the maxilla and zygomatic bones. Methods: A retrospective review was conducted using facial computed tomography scans from 101 White patients aged 20–79 years, using Materialise Mimics and 3-Matics for segmentation and 3D reconstruction. Measurements and statistical shape modeling of the midfacial skeleton were performed. Results: Our results show a distinct sexual dimorphism in the midfacial skeletal structure across all age groups. Women typically had a narrower bizygomatic width by 1.5 mm (P = 0.04), a shallower maxillary depth by 1.6 mm (P < 0.01), and a midfacial vertical height that was 4 mm shorter than that of men (P = 0.018). In contrast, men exhibited a greater distance between the frontozygomatic sutures by 5.4 mm (P < 0.01), a 3-mm greater interorbitale distance (P < 0.01), and a 2.1-mm wider infraorbital foramina distance (P = 0.007). There were no significant differences in the pyriform and maxillary angles (P = 0.15 and P = 0.52, respectively). Conclusions: Our analysis of midfacial skeletal anatomy revealed sexual dimorphism differences. Men exhibited more pronounced facial features than women, with a broader horizontal midfacial skeleton, a longer midfacial vertical height, and greater maxillary depths compared with women.
Diversity Scholarships for Plastic Surgery Subinternships: A National Review of US Residency Programs
Rames, Jess D. , Ochoa, Pablo , Bakri, Karim , Rames, Jess, Antezana, Luis A. , Kreutz‐Rodrigues, Lucas , Bakri, Karim

Plastic and Reconstructive Surgery - Global Open | September 18, 2024 | Volume: 12 | Issue: 9 | Pages: e6015

10.1097/gox.0000000000006015 Get It

Background: Residency programs have developed monetary initiatives for students underrepresented in medicine (URiM). Our team sought to provide a centralized resource for URiM students seeking plastic surgery subinternships with funded opportunities. Methods: A cross sectional analysis of URiM scholarships offered by US integrated plastic surgery programs (n = 91) between July and September 2023. The study used residency program web domains. Investigators collected information on the monetary value of scholarship, eligibility criteria, and required application documents. Inferential analyses were conducted to investigate whether programs’ geographic region or Doximity ranking played a role in likelihood of scholarship existence. Results: The study found that approximately 52.7% (n = 48) of programs have in place monetary support for underrepresented visiting medical students (eg, stipend or reimbursement). The average monetary support was $1670. A univariate test demonstrated that programs with lower rankings in both reputation and research were less likely to have a scholarship available than higher ranking programs (P = 0.002; P = 0.02, respectively). Programs located in the Midwest regions were 3.5 times more likely to have a diversity scholarship available (P = 0.034). In our multivariate analysis, reputation ranking and geographic region remained significant. A Pearson chi square test showed the greatest proportions of scholarships among geographically similar programs to be in the Midwest (70%), however, not statistically significant. Conclusions: This study provides a centralized resource for URiM students interested in completing away rotations. Further investigation into development of these scholarship opportunities would be of much benefit and could guide other programs in the funding their own diversity scholarships.