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Sears, Victoria A.

https://orcid.org/0000-0003-1543-586X

Mayo Clinic

Mayo Clinic

Citations 11

In-House Advanced 3D Printing Enhances TMJ Surgical Planning: The 10-Year Evolution of the Mayo Clinic Experience
Ahmed, Amal, Mahmoud, Mervat E., Sears, Victoria, Fillmore, W. Jonathan , Sears, Victoria A. , Sears, Victoria A.

Journal of Craniofacial Surgery | April 3, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/scs.0000000000012743 Get It

The temporomandibular joint (TMJ) is an anatomically rich area, and TMJ surgery may be considered both anatomically and technically challenging, particularly when the pathology is complex or poorly visualized on conventional imaging. This case series highlights the role of advanced in-house 3D printing in TMJ surgical planning. The authors present 7 diverse TMJ surgical cases treated over the past decade, where 3D models were instrumental in preoperative planning. Models were fabricated from CT and/or MRI data using different materials for the print and model design, and customized to highlight relevant anatomy or pathology. This case series featured patients with a range of different TMJ conditions, such as condylar resorption, benign tumors, and joint ankylosis. 3D models improved the visualization of pathologic anatomy, enabled surgical simulation, and guided prosthesis design or resection planning. Models facilitated interdisciplinary collaboration and enhanced patient safety by improving anatomic orientation near critical structures. Outcomes included restored mandibular function, successful removal of the pathology, and improved facial symmetry, with follow-up ranging from 1 to 3 years. Advancing technology and capability in 3D printing can be very helpful in identifying the extent of disease, anatomic boundaries, critical regional anatomic risk, predicted joint mechanics, and patient education. Depending on the type of disease, different types of modeling and printing techniques may be warranted to best illustrate to the surgeon and patient how to proceed with treatment.
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.
Point-of-Care Virtual Planning and 3D Printing in Facial Trauma: A 10-Year Experience at a Single Institution
Hussein, S.H., Kuruoglu, Doga , Morris, Jonathan M. , Sears, Victoria A. , Shehab, Abdallah A. , Gibreel, Waleed , Hussein, Sara M , Sharaf, Basel A , Kuruoglu, Doga , Morris, Jonathan , Gibreel, Waleed , Sharaf, Basel

Journal of Clinical Medicine | April 17, 2025 | Volume: 14 | Issue: 8 | Pages: 2788

10.3390/jcm14082788 Get It

Background: Despite increased adoption of virtual surgical planning (VSP) in various craniofacial indications, the incorporation of VSP/3DP into facial trauma care remains limited. Therefore, Expedited Preoperative Point of Care for Fracture Reduction to Normalized Anatomy and 3DP to Improve Surgical Outcomes (EPPOCRATIS) was introduced in 2021. This study evaluates our experience with EPPORATIS in craniomaxillofacial trauma over 10 years. Methods: A retrospective review of patients who underwent facial trauma repair between September 2014 and September 2024 was conducted. For each VSP/3DP case, a patient with similar facial trauma patterns, who was treated without VSP, was selected. Evaluation metrics included operative time, blood loss, length of stay, complication rates, and fracture reduction accuracy through 3D heatmap analyses. Operative metrics were normalized by implant (i.e., fracture plates and screws) count to account for fracture complexity. A value of p < 0.05 was deemed statistically significant. Results: The VSP group presented with more complex injuries and higher involvement of various surgical specialties (p < 0.5) and demonstrated longer operative times (p < 0.03). Although the difference was not statistically significant (p = 0.4), when adjusted for implant count, the VSP group had shorter operative times (median: 15.4 vs. 19.3 min/implant) and reduced blood loss compared to non-VSP cases (median: 3.4 mL/implant vs. 4.2 mL/implant). Complications, revision rates, and length of stay showed no significant differences. Conclusions: The use of VSP/3DP (EPPOCRATIS) in craniomaxillofacial trauma reconstruction demonstrated operative efficiency and accurate fracture reduction in complex cases. Further studies are needed to examine the feasibility and cost-effectiveness of point-of-care VSP/3DP in trauma centers.
Realistic 3D‐printed sinus anatomical model and rigid nasal endoscopy: Unique approach to teach medical students intranasal anatomy
Johns, Heather L., Ochoa, Pablo , O’Byrne, Jamie, Sears, Victoria A. , Stokken, Janalee K., Stokken, Janalee K. , Carlson, Matthew L , Hanson, Christian, Morris, Jonathan M. , Bayan, Semirra L.

Eye & ENT Research | April 5, 2025 | Volume: 2 | Issue: 2 | Pages: 129-136

10.1002/eer3.70010 Get It

AbstractPurposeThe small and complex space of the intranasal cavity poses a challenge to teaching and learning sinonasal anatomy in undergraduate medical education. Evidence suggests that utilizing 3D‐printed (3DP) models is an effective means to comprehend anatomical structures and their spatial relationships. In this study, we introduce and evaluate the educational value of rigid nasal endoscopy on realistic 3DP and silicone‐cast sinus models as a method to teach medical students intranasal anatomy.MethodsTwelve first‐year medical students participated in an educational rigid‐nasal endoscopy workshop led by Otolaryngology PGY‐2 residents and rhinology consultants. The workshop consisted of (1) an introductory PowerPoint on rigid nasal endoscopy and basic intranasal anatomy, (2) timed trials that tested students' ability to locate intranasal anatomical structures while scoping with a rigid endoscope, and (3) pre‐ and post‐surveys.ResultsParticipants improved in their ability to locate each intranasal anatomical structure during the timed trials. Participants felt that rigid endoscopy of 3DP models was an effective method to learn intranasal anatomy compared to their traditional medical school anatomy course.ConclusionThe results of this study suggest that rigid nasal endoscopy of 3DP sinus models is a potentially high‐value educational method for teaching intranasal anatomy to first‐year medical students. Students enjoyed the opportunity to learn intranasal anatomy while practicing a clinically relevant procedure ‐ rigid nasal endoscopy.
The Fate of the Frozen Bone Flap: Quantitative and Volumetric Assessment Following Cranioplasty Using the Autologous Bone Flap
Cherukuri, Sai , Zheng, Eugene E. , Pazelli, Alexandre Meira, Sears, Victoria A. , Gibreel, Waleed , Cherukuri, Sai K, Van Gompel, Jamie, Meira Pazelli, Alexandre, Gibreel, Waleed , Gompel, Jamie J. Van , Vierkant, Robert A. , Mardini, Samir , Morris, Jonathan M.

Journal of Craniofacial Surgery | December 10, 2024 | Volume: 36 | Issue: 2 | Pages: 508-512

10.1097/scs.0000000000010960 Get It

Objective: The pattern, rate, and natural history of bone flap resorption following cranioplasty with frozen, autologous bone flap has not been fully defined. The authors sought to quantify the progression and natural history of bone flap resorption. Methods: Patients who had craniectomy and delayed cranioplasty with stored, frozen bone flap between 2012 and 2022 were included in this study. Results: Ninety patients (63% male) were included, with a median age of 44.8 years (range: 4.2–84.4 y) at the time of autologous bone flap cranioplasty. Delayed, autologous cranioplasty occurred at a median time of 29.5 days (range: 2 d–10 y) from the index craniectomy. The median follow-up was 16.6 months (range: 3.4–85.4 mo). Radiographically quantifiable bone flap resorption occurred in 50 patients (56%). During the follow-up, the average percentage volume loss was 17%, with a nonlinear pattern of resorption. Following delayed, autologous cranioplasty, 11 patients had clinically significant bone flap resorption requiring secondary alloplastic cranioplasty at a median time of 13.8 months (range: 5.9–57.2 mo), with a mean percentage volume loss of 61%. Younger age was a risk factor for bone flap resorption (P < 0.05), whereas active smoking, presence of comorbidities, and number of days of bone flap storage were not risk factors for bone flap resorption. Penalized B-spline regression analysis showed that bone flap resorption followed a nonlinear pattern. Conclusion: Radiographically quantifiable bone flap resorption occurred in about 56% of patients following delayed autologous cranioplasty. Resorption followed a non-linear pattern. Young age is a risk factor for bone flap resorption.
Mapping Mandibular Aging in the White Population: AI-Enhanced Shape Analysis of the Lower Facial Third Bony Changes Based on 3D CT Scans of 280 Patients
Hussein, Sara , Rames, Jess D. , Shehab, Abdallah A. , Pazelli, Alexandre Meira, Sears, Victoria A. , Wentworth, Adam, Morris, Jonathan M. , Sharaf, Basel

Plastic and Reconstructive Surgery - Global Open | September 18, 2024 | Volume: 12 | Issue: S8 | Pages: 35-36

10.1097/01.gox.0001063996.46231.58 Get It

Hyoid Position and Aging: A Comprehensive Analysis Using AI-assisted Segmentation of 282 Computed Tomography Scans
Pazelli, Alexandre Meira, Shehab, Abdallah A. , Rames, Jess D. , Hussein, Sara , Bustos, Samyd S. , Sears, Victoria A. , Wentworth, Adam, Morris, Jonathan M. , Sharaf, Basel , Meira Pazelli, Alexandre, Hussein, Sara M., Sharaf, Basel A, Bustos, S S , Sharaf, Basel A

Plastic and Reconstructive Surgery - Global Open | September 6, 2024 | Volume: 12 | Issue: 9 | Pages: e6119

10.1097/gox.0000000000006119 Get It

Background: With neck, aging the cervicomental angle becomes obtuse and may be influenced by hyoid bone aging. An understanding of hyoid position changes with aging will further our understanding of its role in neck contour changes. Methods: A 3D volumetric reconstruction of 282 neck computed tomography scans was performed. The cohort was categorized into three groups based on age: 20 years or older and younger than 40 years, 40 years or older and younger than 60 years, and 60 years or older and younger than 80 years. The vertical and horizontal hyoid distances in relation to the mandible were calculated for each patient. Results: A total of 282 patients (153 women, 129 men) were included in the cohort. The age groups were evenly distributed in men and women. Mean hyoid vertical and horizontal distances differed between women and men in all age groups. There was a significant difference in the hyoid vertical distance between 20–39 years old to 40–59 years old in men (P < 0.01), and 20–39 years old to 60–79 years old in both genders (women P = 0.005, men P < 0.01). Hyoid horizontal distance was not affected by age and sex (age and sex: P > 0.05), but rather by body mass index (BMI). Every 5 BMI points corresponded to a forward movement of 2 mm. Conclusions: As individuals age, the hyoid bone descends in both sexes, and an increase in BMI is associated with forward movement. Additional studies are needed to assess the correlation of the hyoid position between upright and supine positions.
QSAAPS02. Facial Skeleton Aging Pattern: AI-assisted Statistical Shape Modeling And Volumetric Analysis In The White Population
Hussein, Sara , Rames, Jess D. , Pazelli, Alexandre Meira, Abushehab, Abdallah, Wentworth, Adam, Sears, Victoria A. , Morris, Jonathan M. , Sharaf, Basel

Plastic and Reconstructive Surgery - Global Open | May 10, 2024 | Volume: 12 | Issue: S5 | Pages: 1-1

10.1097/01.gox.0001017988.11406.83 Get It

Three-dimensional printing accuracy analysis for medical applications across a wide variety of printers
Chen, Joshua Ray , Wentworth, Adam, Sears, Victoria A. , Duit, Andrew, Erie, Eric, McGee, Kiaran P. , Morris, Jonathan , Sears, Victoria, McGee, Kiaran , Leng, Shuai , Morris, Jonathan M. , Leng, Shuai

Journal of Medical Imaging | April 3, 2023 | Volume: 10 | Issue: 02 | Pages: No page available

10.1117/1.jmi.10.2.026501 Get It

Establishing a Point-of-Care Virtual Planning and 3D Printing Program
Sears, Victoria A. , Morris, Jonathan M.

Seminars in Plastic Surgery | December 7, 2022 | Volume: 36 | Issue: 03 | Pages: 133-148

10.1055/s-0042-1754351 Get It

Abstract Virtual surgical planning (VSP) and three-dimensional (3D) printing have become a standard of care at our institution, transforming the surgical care of complex patients. Patient-specific, anatomic models and surgical guides are clinically used to improve multidisciplinary communication, presurgical planning, intraoperative guidance, and the patient informed consent. Recent innovations have allowed both VSP and 3D printing to become more accessible to various sized hospital systems. Insourcing such work has several advantages including quicker turnaround times and increased innovation through collaborative multidisciplinary teams. Centralizing 3D printing programs at the point-of-care provides a greater cost-efficient investment for institutions. The following article will detail capital equipment needs, institutional structure, operational personnel, and other considerations necessary in the establishment of a POC manufacturing program.