Rubén Pérez-Mañanes has a total of 46 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Digitally Guided Frontal Sinus Fracture Fixation: A Point-of-Care “In-House” Biomodel Protocol with Cyanoacrylate-Assisted Fragment Stabilization

    by Manuel Tousidonis, Saad Khayat, Cristina Maza-Muela, Rocio Franco-Herrera, Ruben Pérez-Mañanes, Jose-Antonio Calvo-Haro, Maria J. Troulis, Carlos Navarro-Cuellar, Jose-Ignacio Salmeron, Santiago Ochandiano

    Background/Objectives: Frontal sinus fractures are uncommon injuries that may cause persistent aesthetic deformity when the anterior wall is comminuted, as small irregular fragments are difficult to stabilize with conventional osteosynthesis alone. Methods: We describe a point-of-care digital workflow combining 3D planning/printing and cyanoacrylate-assisted fixation for an isolated comminuted anterior frontal sinus wall fracture. A young adult presented with a depressed forehead contour after assault; computed tomography confirmed at least four displaced fragments. Results: A two-part 3D-printed biomodel was manufactured in-house to visualize the defect and guide extracorporeal reconstruction. Through a coronal approach, fragments were mobilized and anatomically reassembled using the biomodel as a reference; sinonasal drainage was preserved and sinus obliteration was not required. Because fragment size and geometry limited screw purchase, a modified N-butyl-2-cyanoacrylate adhesive (Glubran 2) was applied as an adjunct to maintain reduction, followed by reinforcement with titanium microplates. Postoperative recovery was uneventful, with immediate restoration of forehead contour and no early complications; postoperative imaging confirmed satisfactory alignment. Conclusions: This case supports the feasibility of integrating point-of-care 3D biomodeling with cyanoacrylate as a coadjuvant to microplate fixation in selected comminuted frontal sinus fractures to enhance fragment handling and contour restoration.

  • Open Access

    Academic Point-of-Care Manufacturing in Oral and Maxillofacial Surgery: A Retrospective Review at Gregorio Marañón University Hospital

    by Manuel Tousidonis, Gonzalo Ruiz-De-Leon, Carlos Navarro-Cuellar, Santiago Ochandiano, Jose-Ignacio Salmeron, Rocio Franco Herrera, Jose Antonio Calvo-Haro, Ruben Perez-Mañanes

    Background and Objectives: Academic point-of-care (POC) manufacturing enables the in-hospital design and production of patient-specific medical devices within certified environments, integrating clinical practice, engineering, and translational research. This model represents a new academic ecosystem that accelerates innovation while maintaining compliance with medical device regulations. Gregorio Marañón University Hospital has established one of the first ISO 13485-certified academic manufacturing facilities in Spain, providing on-site production of anatomical models, surgical guides, and custom implants for oral and maxillofacial surgery. This study presents a retrospective review of all devices produced between April 2017 and September 2025, analyzing their typology, materials, production parameters, and clinical applications. Materials and Methods: A descriptive, retrospective study was conducted on 442 3D-printed medical devices fabricated for oral and maxillofacial surgical cases. Recorded variables included device classification, indication, printing technology, material type, sterilization method, working and printing times, and clinical utility. Image segmentation and design were performed using 3D Slicer and Meshmixer. Manufacturing used fused deposition modeling (FDM) and stereolithography (SLA) technologies with PLA and biocompatible resin (Biomed Clear V1). Data were analyzed descriptively. Results: During the eight-year period, 442 devices were manufactured. Biomodels constituted the majority (approximately 68%), followed by surgical guides (20%) and patient-specific implants (7%). Trauma and oncology were the leading clinical indications, representing 45% and 33% of all devices, respectively. The orbital region was the most frequent anatomical site. FDM accounted for 63% of the printing technologies used, and PLA was the predominant material. The mean working time per device was 3.4 h and mean printing time 12.6 h. Most devices were applied to preoperative planning (59%) or intraoperative use (35%). Conclusions: Academic POC manufacturing offers a sustainable, clinically integrated model for translating digital workflows and additive manufacturing into daily surgical practice. The eight-year experience of Gregorio Marañón University Hospital demonstrates how academic production units can enhance surgical precision, accelerate innovation, and ensure regulatory compliance while promoting education and translational research in healthcare.


  • Open Access

    Feasibility and Accuracy of a Dual-Function AR-Guided System for PSI Positioning and Osteotomy Execution in Pelvic Tumour Surgery: A Cadaveric Study

    by Tanya Fernández-Fernández, Javier Orozco-Martínez, Carla de Gregorio-Bermejo, Elena Aguilera-Jiménez, Amaia Iribar-Zabala, Lydia Mediavilla-Santos, Javier Pascau, Mónica García-Sevilla, Rubén Pérez-Mañanes, José Antonio Calvo-Haro

    Objectives: Pelvic tumor resections demand high surgical precision to ensure clear margins while preserving function. Although patient-specific instruments (PSIs) improve osteotomy accuracy, positioning errors remain a limitation. This study evaluates the feasibility, accuracy, and usability of a novel dual-function augmented reality (AR) system for intraoperative guidance in PSI positioning and osteotomy execution using a head-mounted display (HMD). The system provides dual-function support by assisting both PSI placement and osteotomy execution. Methods: Ten fresh-frozen cadaveric hemipelves underwent AR-assisted internal hemipelvectomy, using customized 3D-printed PSIs and a new in-house AR software integrated into an HMD. Angular and translational deviations between planned and executed osteotomies were measured using postoperative CT analysis. Absolute angular errors were computed from plane normals; translational deviation was assessed as maximum error at the osteotomy corner point in both sagittal (pitch) and coronal (roll) planes. A Wilcoxon signed-rank test and Bland–Altman plots were used to assess intra-workflow cumulative error. Results: The mean absolute angular deviation was 5.11 ± 1.43°, with 86.66% of osteotomies within acceptable thresholds. Maximum pitch and roll deviations were 4.53 ± 1.32 mm and 2.79 ± 0.72 mm, respectively, with 93.33% and 100% of osteotomies meeting translational accuracy criteria. Wilcoxon analysis showed significantly lower angular error when comparing final executed planes to intermediate AR-displayed planes (p < 0.05), supporting improved PSI positioning accuracy with AR guidance. Surgeons rated the system highly (mean satisfaction ≥ 4.0) for usability and clinical utility. Conclusions: This cadaveric study confirms the feasibility and precision of an HMD-based AR system for PSI-guided pelvic osteotomies. The system demonstrated strong accuracy and high surgeon acceptance, highlighting its potential for clinical adoption in complex oncologic procedures.


  • Extremity high-grade sarcomas in elderly patients, are they candidates for surgery? Experience in a sarcoma referral center

    by Daniel Escobar-Mendiola, Lydia Mediavilla-Santos, Rubén Pérez-Mañanes, Miguel Cuervo-Dehesa, Javier Vaquero-Martin, José Calvo-Haro

    The number of elderly patients diagnosed with cancer is increasing. However, knowledge regarding cancer in elderly patients is very scarce. The aim of this study is to analyze the differences in management and outcomes of high-grade extremity sarcomas between elderly and middle-aged patients. Two cohorts were made (> 70 and 30/50 years old) among patients treated in a multidisciplinary unit of a national reference center between 2011 and 2017 with a minimum of 2 years of follow-up. The management and outcomes between these two cohorts were compared. Seventy patients were included, 34 young patients and 36 elderly patients. The only difference between the treatment schemes was the chemotherapy used, 67.6% of the young patients received chemotherapy versus 16.7% of the elderly patients (p = 0.000015). There were no differences either in the overall survival or the progression-free survival between groups at 1 and 2-year follow-up. Deceases for other causes were nearly exclusive of elderly patients at a median of 45.57 months. Surgery is the treatment of choice for sarcomas in both elderly and young patients having similar results in terms of progression-free survival, overall survival, and surgery outcomes. The use of chemotherapy is the only difference in the treatment schemes between both groups. In the elderly patient with minimal or no comorbidity and good functional reserve, surgical curative treatment should be chosen. As for frail elderly patients, the therapeutic objectives must be focused mainly on quality of life and palliation of symptoms.

  • Technique tip: 3D printing surgical guide for pes cavus midfoot osteotomy

    by Francisco B. Sobrón, Alejandro Dos Santos-Vaquinhas, Berta Alonso, Guillermo Parra, Rubén Pérez-Mañanes, Javier Vaquero


  • Open Access

    Augmented Reality as a Tool to Guide PSI Placement in Pelvic Tumor Resections

    by Mónica García-Sevilla, Rafael Moreta-Martinez, David García-Mato, Alicia Pose-Diez-De-La-Lastra, Rubén Pérez-Mañanes, José Antonio Calvo-Haro, Javier Pascau

    Patient-specific instruments (PSIs) have become a valuable tool for osteotomy guidance in complex surgical scenarios such as pelvic tumor resection. They provide similar accuracy to surgical navigation systems but are generally more convenient and faster. However, their correct placement can become challenging in some anatomical regions, and it cannot be verified objectively during the intervention. Incorrect installations can result in high deviations from the planned osteotomy, increasing the risk of positive resection margins. In this work, we propose to use augmented reality (AR) to guide and verify PSIs placement. We designed an experiment to assess the accuracy provided by the system using a smartphone and the HoloLens 2 and compared the results with the conventional freehand method. The results showed significant differences, where AR guidance prevented high osteotomy deviations, reducing maximal deviation of 54.03 mm for freehand placements to less than 5 mm with AR guidance. The experiment was performed in two versions of a plastic three-dimensional (3D) printed phantom, one including a silicone layer to simulate tissue, providing more realism. We also studied how differences in shape and location of PSIs affect their accuracy, concluding that those with smaller sizes and a homogeneous target surface are more prone to errors. Our study presents promising results that prove AR’s potential to overcome the present limitations of PSIs conveniently and effectively.


  • Open Access

    Application of 3D printing and distributed manufacturing during the first-wave of COVID-19 pandemic. Our experience at a third-level university hospital

    by Rubén Perez-Mañanes, Sonia García-De San José, Manuel Desco-Menéndez, Ignacio Sánchez-Arcilla, Esmeralda González-Fernández, Javier Vaquero-Martín, Javier Pascau González-Garzón, Lydia Mediavilla-Santos, Diego Trapero-Moreno, José Antonio Calvo-Haro

    Background: 3D printing and distributed manufacturing represent a paradigm shift in the health system that is becoming critical during the COVID-19 pandemic. University hospitals are also taking on the role of manufacturers of custom-made solutions thanks to 3D printing technology. Case Presentation: We present a monocentric observational case study regarding the distributed manufacturing of three groups of products during the period of the COVID-19 pandemic from 14 March to 10 May 2020: personal protective equipment, ventilatory support, and diagnostic and consumable products. Networking during this period has enabled the delivery of a total of 17,276 units of products manufactured using 3D printing technology. The most manufactured product was the face shields and ear savers, while the one that achieved the greatest clinical impact was the mechanical ventilation adapters and swabs. The products were manufactured by individuals in 57.3% of the cases, and our hospital acted as the main delivery node in a hub with 10 other hospitals. The main advantage of this production model is the fast response to stock needs, being able to adapt almost in real time. Conclusions: The role of 3D printing in the hospital environment allows the reconciliation of in-house and distributed manufacturing with traditional production, providing custom-made adaptation of the specifications, as well as maximum efficiency in the working and availability of resources, which is of special importance at critical times for health systems such as the current COVID-19 pandemic.


  • Patient-specific desktop 3D-printed guides for pelvic tumour resection surgery: a precision study on cadavers

    by Mónica García-Sevilla, Lydia Mediavilla-Santos, María Teresa Ruiz-Alba, Rubén Pérez-Mañanes, José Antonio Calvo-Haro, Javier Pascau

    Purpose 3D-printed patient-specific instruments have become a useful tool to improve accuracy in pelvic tumour resections. However, their correct placement can be challenging in some regions due to the morphology of the bone, so it is essential to be aware of the possible placement errors in each region. In this study, we characterize these errors in common pelvic osteotomies. Methods We conducted an experiment with 9 cadaveric specimens, for which we acquired a pre-operative computed tomography scan. Small PSIs were designed for each case following a realistic surgical approach for four regions of the pelvis: iliac crest (C), supra-acetabular (S), ischial (I), and pubic (P). Final surgical placement was based on a post-operative scan. The resulting positions were compared with pre-operative planning, obtaining translations, rotations, and maximum osteotomy deviations in a local reference frame defined based on the bone’s morphology. Results Mean translations and rotations in the direction of the osteotomy plane were as follows: C = 5.3 mm, 6.7°; S = 1.8 mm, 5.1°; I = 1.5 mm, 3.4°; P = 1.8 mm, 3.5°. Mean translations in the remaining axes were below 2 mm. Maximum osteotomy deviations (75% of cases) were below 11.8 mm in C (7.8 mm for half-length), 7.8 mm in S (5.5 mm for half-length), 5.5 mm in I, and 3.7 mm in P. Conclusion We have characterized placement errors for small PSIs in four regions of the pelvis. Our results show high errors in C and S PSIs in the direction of the resection plane’s normal, and thus large osteotomy deviations. Deviations in short osteotomies in S, I and P and placement errors in the remaining directions were low. The PSIs used in this study are biocompatible and can be produced with a desktop 3D printer, thus minimizing manufacturing cost.


  • Open Access

    Combining Augmented Reality and 3D Printing to Improve Surgical Workflows in Orthopedic Oncology: Smartphone Application and Clinical Evaluation

    by Rafael Moreta-Martinez, Alicia Pose-Díez-De-La-Lastra, José Antonio Calvo-Haro, Lydia Mediavilla-Santos, Rubén Pérez-Mañanes, Javier Pascau

    During the last decade, orthopedic oncology has experienced the benefits of computerized medical imaging to reduce human dependency, improving accuracy and clinical outcomes. However, traditional surgical navigation systems do not always adapt properly to this kind of interventions. Augmented reality (AR) and three-dimensional (3D) printing are technologies lately introduced in the surgical environment with promising results. Here we present an innovative solution combining 3D printing and AR in orthopedic oncological surgery. A new surgical workflow is proposed, including 3D printed models and a novel AR-based smartphone application (app). This app can display the patient’s anatomy and the tumor’s location. A 3D-printed reference marker, designed to fit in a unique position of the affected bone tissue, enables automatic registration. The system has been evaluated in terms of visualization accuracy and usability during the whole surgical workflow. Experiments on six realistic phantoms provided a visualization error below 3 mm. The AR system was tested in two clinical cases during surgical planning, patient communication, and surgical intervention. These results and the positive feedback obtained from surgeons and patients suggest that the combination of AR and 3D printing can improve efficacy, accuracy, and patients’ experience.