{"title":"Clinical Safety and Effectiveness of COLO-BT™, an Intraluminal Fecal Diverting Device, as an Alternative to Defunctioning Ileostomy After Proctectomy.","authors":"Ho Yung Lee, Sung Il Kang, Sohyun Kim","doi":"10.1177/15533506251392444","DOIUrl":"https://doi.org/10.1177/15533506251392444","url":null,"abstract":"<p><p>ObjectiveThis study aimed to evaluate the safety and effectiveness of an intraluminal fecal diverting device (FDD), COLO-BT™ as an alternative to defunctioning ileostomy in patients who declined stoma formation following proctectomy.MethodsWe retrospectively reviewed the medical records of patients who underwent proctectomy followed by placement of an intraluminal FDD (COLO-BT™) as a temporary substitute for ileostomy at a single tertiary care center between September 2017 and September 2021. Safety was assessed based on postoperative and anastomotic complications, as well as endoscopic findings of colonic changes at the FDD fixation site. Effectiveness was evaluated by the rate of permanent stoma formation.ResultsAmong 91 patients, 8 (8.8%) required surgical re-intervention. Of these, five patients experienced anastomotic complications necessitating stoma formation: rectovaginal fistula (n = 2), delayed anastomotic leakage (n = 2), and rectourethral fistula (n = 1). One patient developed severe ileus requiring surgery, which also resulted in stoma formation. Overall, six patients (6.6%) underwent permanent stoma formation during a mean follow-up period of 24 months. Endoscopic follow-up identified colonic luminal deformities in 15 patients (16.5%), most of which were asymptomatic mucosal edema or erosion (n = 12). Three patients (3.3%) had non-symptomatic ulcers at the FDD fixation site. All luminal deformities had resolved on follow-up sigmoidoscopy performed 1 year later.ConclusionThe intraluminal FDD (COLO-BT™) may offer a feasible alternative to defunctioning ileostomy following proctectomy in selected patients, with acceptable rates of postoperative complications and permanent stoma formation. Further studies are needed to confirm long-term safety and efficacy.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"15533506251392444"},"PeriodicalIF":1.6,"publicationDate":"2025-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145337616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Paul André Alain Milcent, José Aguiomar Foggiatto, André Luís Mion, Carolline Popovicz Nunes, Camila Peixoto Fabri Milcent, Alynson Larocca Kulcheski, Mário Namba, Edmar Stieven Filho
{"title":"Assessment of Skill Transfer From a 3D-Printed Knee Arthroscopy Simulator: A Randomized Controlled Trial.","authors":"Paul André Alain Milcent, José Aguiomar Foggiatto, André Luís Mion, Carolline Popovicz Nunes, Camila Peixoto Fabri Milcent, Alynson Larocca Kulcheski, Mário Namba, Edmar Stieven Filho","doi":"10.1177/15533506251391050","DOIUrl":"https://doi.org/10.1177/15533506251391050","url":null,"abstract":"<p><p>IntroductionArthroscopic surgery demands specialized skills, traditionally acquired via supervised clinical practice. Simulators offer a controlled training alternative. This study introduces a 3D-printed knee arthroscopy simulator and evaluates its effectiveness in skill transfer and acceptance in medical education, aiming to assess its utility for real arthroscopic procedures among medical students.MethodsForty final-year medical students with no prior arthroscopy experience were randomized into a simulated training group (3D-printed simulator) and a control group (video instruction). All participants performed a supervised diagnostic arthroscopy. Performance parameters (completion time, lookdowns, instrument loss, triangulation time, interventions) and Arthroscopic Surgery Skill Evaluation Tool (ASSET) scores were analyzed. Simulator acceptance was assessed via a Likert scale. Data were analyzed using appropriate parametric (Student's t-test) and non-parametric (Wilcoxon, McNemar) tests, with a significance level of 5%.\"ResultsThe simulated training group outperformed controls, completing arthroscopy 39% faster (<i>P</i> < .001), with 60% fewer lookdowns (<i>P</i> = .001), 59% fewer supervisor interventions (<i>P</i> < .001), 35% shorter triangulation time (<i>P</i> = .019), and 50% fewer instrument losses (<i>P</i> < .001). ASSET scores were significantly higher in all domains except safety. Participants strongly endorsed the simulator's utility and supported its integration into medical education.ConclusionThis study demonstrates the effectiveness of our low-cost, reproducible 3D-printed knee arthroscopy simulator as an effective tool for skill acquisition and transfer in individuals without prior arthroscopy experience. Training with the simulator significantly improves performance in real arthroscopic procedures.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"15533506251391050"},"PeriodicalIF":1.6,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145303333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nicolas De Hous, Eline De Smet, Frederik Bosmans, Maarten Spinhoven, Tom Hendrickx, Marie Gaillard, Sylvie Van den Broeck, Niels Komen
{"title":"Efficacy of Ultrasound Compared to Magnetic Resonance Imaging for the Preoperative Mapping of Pilonidal Sinus Disease: A Proof of Concept Study.","authors":"Nicolas De Hous, Eline De Smet, Frederik Bosmans, Maarten Spinhoven, Tom Hendrickx, Marie Gaillard, Sylvie Van den Broeck, Niels Komen","doi":"10.1177/15533506251387881","DOIUrl":"https://doi.org/10.1177/15533506251387881","url":null,"abstract":"<p><p>BackgroundRecurrence of pilonidal sinus disease (PSD) after minimally invasive surgery remains a significant challenge to surgeons and may be explained by incomplete obliteration of the sinus. Preoperative imaging could play an important role in addressing this problem. Magnetic resonance imaging (MRI) is considered the modality of choice but is costly and time-consuming. The objective of this study was to determine if ultrasound (US) is a feasible alternative to MRI in preoperative PSD mapping.MethodsA prospective, proof of concept study was conducted on patients treated with laser ablation in 2 Belgian hospitals between Jan 2023 and Dec 2024. The patients underwent a preoperative US and MRI. Sinus characteristics were described according to a predefined protocol. The agreement between US and MRI was quantified using the intraclass correlation coefficient (ICC) for the measurement of 3 sinus dimensions (length, depth and width) and Cohen's kappa coefficient (k) for the detection of side branches.Results30 patients were included with a median age of 27 years (IQR 20-35). Median sinus dimensions were 3.3 cm (IQR 1.5-5.6), 0.5 cm (IQR 0.3-0.8) and 0.7 cm (IQR 0.4-1.2) on US, and 1.9 cm (IQR 1.5-3.9), 0.4 cm (IQR 0.2-0.6) and 0.4 cm (IQR 0.2-0.7) on MRI for length, depth and width respectively. Side branches were detected in 6 (22%) patients on US and in ten (40%) patients on MRI. The level of agreement between US and MRI was moderate for sinus length (ICC 0.74, 95% CI 0.49-0.87, <i>P</i> < 0.001), and poor for sinus depth (ICC 0.30, 95% CI -0.05-0.60, <i>P</i> = .041) and width (ICC 0.36, 95% CI -0.03-0.66, <i>P</i> = .008). The level of agreement for the detection of side branches was moderate (k 0.46, 95% CI 0.11-0.82, <i>P</i> = .013).ConclusionPreoperative US is not suitable for the preoperative mapping of PSD when compared to MRI. MRI remains the preferred imaging technique in our clinical practice especially for complex PSD.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"15533506251387881"},"PeriodicalIF":1.6,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145303340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lucian M Feraru, David C Klonoff, David G Armstrong
{"title":"Ray-Ban Meta: A Ray of Hope in the Operating Room (and Beyond).","authors":"Lucian M Feraru, David C Klonoff, David G Armstrong","doi":"10.1177/15533506251383696","DOIUrl":"https://doi.org/10.1177/15533506251383696","url":null,"abstract":"<p><p>BackgroundWearable smart glasses offer new opportunities to enhance limb preservation surgery by enabling hands-free photo/video capture, real-time communication, and improved surgical education. While earlier devices such as Google Glass demonstrated feasibility, they were hindered by limited battery life and cumbersome ergonomics. The new Ray-Ban Meta smart glasses may address these limitations by providing high-definition recording in a lightweight, ergonomic frame. Recent consumer-grade smart glasses may address these limitations by providing high-definition recording in lightweight, ergonomic frames.MethodsFrom November 2023 to April 2025, 2 limb preservation surgeons used Ray-Ban Meta consumer-grade smart glasses during foot and ankle procedures. Five domains were evaluated: overall use and feasibility, image and video utility, workflow and communication impact, team and trainee feedback, and technical performance. Patients were enrolled based on procedural scheduling and availability for device setup, with written consent obtained preoperatively.ResultsThe smart glasses were easily integrated into operative workflows, enabling hands-free documentation without disrupting sterility. Trainees found first-person footage more engaging than conventional video formats. Real-time streaming supported remote consultation, and occasional live transmission facilitated tele-mentoring. Although battery capacity decreased with frequent use, no major technical failures occurred over the study period.ConclusionThis is the first comprehensive report on using Ray-Ban Meta consumer-grade smart glasses in limb preservation surgery. Early findings support their use as a low-profile, hands-free solution for intraoperative documentation, education, and communication. Further optimization-especially regarding battery endurance and data integration-will enhance the role of wearable devices in surgical care.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"15533506251383696"},"PeriodicalIF":1.6,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Justin M T Duncombe, Pierre Camaly de Brosses, Al-Amin M Kassam, David J Harris, Gavin Buckingham
{"title":"Investigating Hip Arthroplasty Femur Preparation Training Using a Haptic-Enabled Virtual Reality Simulation.","authors":"Justin M T Duncombe, Pierre Camaly de Brosses, Al-Amin M Kassam, David J Harris, Gavin Buckingham","doi":"10.1177/15533506251383830","DOIUrl":"https://doi.org/10.1177/15533506251383830","url":null,"abstract":"<p><p>ObjectiveVirtual reality (VR) simulation training offers a promising solution to the growing challenges of acquiring operative experience in surgical skill development. As previous studies have primarily utilised VR systems without haptic feedback, there remains limited evidence on the impact of more immersive, tactilely responsive platforms. This study aimed to assess if haptic-enabled VR technology could accelerate the acquisition of hip arthroplasty skills.MethodsTwenty undergraduate medical students (12 Female, 8 Male; age = 20 ± 2 years) were randomly allocated to either a 60-minute haptic VR training session or a traditional mentor teaching session on hip arthroplasty. After training, all participants performed a SawBone simulated hemiarthroplasty procedure in a physical environment. Outcomes measured included implant depth error, which determined procedural success, operative time, and an objective evaluation of technical skills by a blinded Consultant Orthopaedic Surgeon.ResultsWe observed no difference in levels of implant depth error (<i>P</i> = .705), rated technical skill (<i>P</i> = .704), or operative time (for successful implant insertions; <i>P</i> = .551) between traditional and VR-trained groups.ConclusionsThese results indicate that VR may, at least, serve as a valuable adjunct to traditional early-stage training in complex open procedures like joint arthroplasty. The study also emphasized the importance of realistic VR training modules and illustrated the potential limitations of incorporating low-fidelity haptic feedback in VR training for such procedures.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"15533506251383830"},"PeriodicalIF":1.6,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145213842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Surgical InnovationPub Date : 2025-10-01Epub Date: 2025-05-26DOI: 10.1177/15533506251344055
Muhammed Said Dalkılıç, Abdullah Şişik, Mehmet Gençtürk, Merih Yılmaz, Hasan Erdem, Chetan Parmar
{"title":"The Effect of Prophylactic Intraoperative Tranexamic Acid Use on Bleeding After Laparoscopic Sleeve Gastrectomy With Omentopexy: A Prospective Cohort Study.","authors":"Muhammed Said Dalkılıç, Abdullah Şişik, Mehmet Gençtürk, Merih Yılmaz, Hasan Erdem, Chetan Parmar","doi":"10.1177/15533506251344055","DOIUrl":"10.1177/15533506251344055","url":null,"abstract":"<p><p>BackgroundLaparoscopic sleeve gastrectomy (LSG) is the most widely performed bariatric procedure. While advancements like staple line reinforcement (SLR) have reduced hemorrhagic complications, bleeding risks persist. Tranexamic acid (TXA), an antifibrinolytic agent, has shown promise in mitigating bleeding risks in various surgical disciplines, but its efficacy in LSG with SLR remains unexplored. This study aims to evaluate the effect of intraoperative TXA administration on postoperative bleeding outcomes in patients undergoing LSG with oversewing and omentopexy.MethodsThis prospective observational cohort study included 233 patients undergoing LSG with oversewing and omentopexy. Patients were divided into 2 groups: 1 received 1 g of TXA intraoperatively, while the other did not. Hemoglobin differences at 24 and 48 hours postoperatively were the primary outcomes. Secondary outcomes included blood transfusion necessity, re-intervention rates, and 30-day surgical complications.ResultsThere was no statistically significant difference in hemoglobin changes at 24 hours (TXA group: 0.8 ± 0.7 g/dL, 95% CI: 0.67-0.93; control group: 0.9 ± 0.9 g/dL, 95% CI: 0.74-1.06; <i>P</i> = 0.125) or at 48 hours (TXA group: 1.4 ± 1.5 g/dL, 95% CI: 1.12-1.68; control group: 1.5 ± 1.4 g/dL, 95% CI: 1.25-1.75; <i>P</i> = 0.167) between the groups. No patients required transfusions or re-interventions. Five patients in the control group exhibited hemorrhagic drainage exceeding 150 mL, while none in the TXA group experienced similar complications. Length of hospital stay and operative time were similar between the groups (<i>P</i> = 0.124 and 0.746, respectively).ConclusionsTranexamic acid may not significantly impact major bleeding complications following LSG with oversewing and omentopexy but appears to reduce minor hemorrhagic events.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"409-416"},"PeriodicalIF":1.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144151351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sara Saffari, Esther Ochoa, Daniel Colchado, Amy Liao, Justin M Sacks, Mohamed A Zayed, Xiaowei Li
{"title":"Cadaveric Feasibility of A 3D-Printed Vaso-Stent for Sutureless Anterior Interosseous Artery-Cephalic Vein Anastomosis: A Novel Approach to Arteriovenous Access Creation.","authors":"Sara Saffari, Esther Ochoa, Daniel Colchado, Amy Liao, Justin M Sacks, Mohamed A Zayed, Xiaowei Li","doi":"10.1177/15533506251383671","DOIUrl":"https://doi.org/10.1177/15533506251383671","url":null,"abstract":"<p><p>Arteriovenous fistulas (AVFs) are the gold standard for vascular access to facilitate hemodialysis, yet traditional surgical techniques are technically demanding, time-intensive, and costly. Additionally, limited suitable AVF sites, due to patient anatomy, vessel quality, and prior access exhaustion, necessitate exploration of novel options. This cadaveric proof-of-concept study introduces the anterior interosseous artery-cephalic vein as a novel AVF site and evaluates the feasibility of a 3D-printed sutureless anastomotic device, the Vaso-Stent, compared to conventional handsewn techniques. Fresh-frozen cadaveric upper limbs were procured to test the surgical feasibility of the proposed AVF model. Surgical exposure of the interosseous artery and adjacent cephalic vein were uncomplicated. A 3D-printed Vaso-Stent was manufactured and facilitated efficient anastomosis in under 1 min, compared with the 4.5 min required for a standard handsewn technique. The device demonstrated ease of placement, robust structural integrity, and resistance to tensile forces. These findings highlight that the Vaso-Stent can provide a simple alternative for AVF creation that reduces operative time and highlight the anterior interosseous artery-cephalic vein configuration as a new and unique hemodialysis access opportunity.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"15533506251383671"},"PeriodicalIF":1.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145201372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Surgical InnovationPub Date : 2025-10-01Epub Date: 2025-05-28DOI: 10.1177/15533506251345275
Usamah Ahmed, Jacob Rosenberg, Jason Joe Baker
{"title":"Trends in Mesh Materials for Ventral Hernia Repair: A 17-Year Nationwide Registry-Based Study.","authors":"Usamah Ahmed, Jacob Rosenberg, Jason Joe Baker","doi":"10.1177/15533506251345275","DOIUrl":"10.1177/15533506251345275","url":null,"abstract":"<p><p>BackgroundMesh reinforcement is recommended for ventral hernia repair and can include various materials in different combinations. This study analyzed the mesh materials used and their temporal trends in ventral hernia repair in Denmark over the past 17 years.MethodsThis study utilized prospectively collected data from the Danish Ventral Hernia Database, maintained from its inception in 2007 to 2023. The data were cleaned and organized by mesh material. All ventral hernia repairs with mesh were included.ResultsA total of 47,716 operations were included, utilizing many different mesh materials. Polypropylene meshes were used in 62% of the repairs, polyester in 26%, and fully absorbable meshes in 0.7%. Per- and polyfluoroalkyl substances (PFAS)-based meshes were most commonly used from 2007 to 2011 but then experienced a marked decline, followed by a slight increase in 2023. While the use of other absorbable components in semi-absorbable meshes followed a rise-and-fall pattern during the study period, only polylactic acid (PLA) showed a steady increase from 2013 onward.ConclusionA wide range of mesh materials and composites have been utilized for ventral hernia repair from 2007 to 2023. Polypropylene-based meshes were most commonly used, followed by polyester. The use of various absorbable composite materials varied considerably over time. The diversity of mesh materials and substantial temporal variations highlight gaps in evidence-based clinical practice and the need for improved regulations. These findings emphasize the importance of developing standardized guidelines for mesh selection in ventral hernia repair.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"417-427"},"PeriodicalIF":1.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144174068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Surgical InnovationPub Date : 2025-10-01Epub Date: 2025-07-09DOI: 10.1177/15533506251360166
Jacob Chisholm, Benjamin Littlejohns
{"title":"Surgirack™: Laparoscopic Instrument Holder to Facilitate Instrument Exchange.","authors":"Jacob Chisholm, Benjamin Littlejohns","doi":"10.1177/15533506251360166","DOIUrl":"10.1177/15533506251360166","url":null,"abstract":"<p><p>Background/NeedLaparoscopic surgeons waste time with instrument exchange. This is due to the poor design of existing instrument holders or quivers.Device DescriptionWe developed an instrument holder for laparoscopic instruments, energy devices and suction irrigators which correct the design deficiencies of existing quivers.Preliminary ResultsFollowing the use of 3D printed prototyping a design was finalised and patented. Initial samples met all design objectives on mock patient testing.Current StatusMedsafe registration was achieved in New Zealand in September 2023. In December 2024 a Conformity Assessment Certificate was issued by the Therapeutic Goods Administration (TGA) along with an application for inclusion in the Australian Register of Therapeutic Goods (ARTG). The Surgirack™ can now be supplied in Australia and New Zealand.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"465-468"},"PeriodicalIF":1.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144592422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"HernIA: Real-Time Anatomical Structure Segmentation in Video Laparoscopic Inguinal Hernioplasties With AI.","authors":"Franco J Marcelo, Pablo Zalazar, Florisel Papasidero, Ciro Hernandez, Jorge Ruiz Todone","doi":"10.1177/15533506251352101","DOIUrl":"10.1177/15533506251352101","url":null,"abstract":"<p><p>BackgroundLaparoscopic transabdominal preperitoneal (TAPP) hernioplasty, a minimally invasive procedure, reduces postoperative pain and recovery time but faces challenges like the \"ping-pong effect\" (alternating focus between operative field and monitors) and a 1%-2% error rate due to anatomical misidentification, risking complications like vascular injuries.ObjectiveTo develop and validate HernIA, an AI-based system for real-time segmentation of anatomical structures in TAPP, targeting an Intersection over Union (IoU) ≥85% and error reduction ≥50% compared to manual identification.MethodsHernIA employs YOLOv11m-seg, trained on 21 443 annotated laparoscopic images from 45 TAPP procedures at Clinica Colón and Hospital de Campaña Escuela Hogar. Annotation by expert laparoscopists achieved high inter-rater reliability (Cohen's kappa = 0.87). Validation used 5-fold cross-validation and a 10 800-frame dataset.ResultsHernIA achieved an IoU of 89.4% (±2.1%), Jaccard Index of 81.2%, mAP@50 of 92.3%, and F1 score of 0.94 (confidence threshold ∼0.45). It reduced identification errors by 62% in a simulated TAPP environment (10 800 frames, 24 FPS, 42 ms latency). Clinical validation was limited to one case of bilateral hernia repair.ConclusionHernIA enhances surgical precision and training in TAPP, with potential to reduce complications. Multi-center trials are needed to confirm generalizability.</p>","PeriodicalId":22095,"journal":{"name":"Surgical Innovation","volume":" ","pages":"442-449"},"PeriodicalIF":1.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144317884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}