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Dimensional accuracy of 3D-printed surgical cutting guides after hospital sterilization: a comparative evaluation of ten MEX materials. 医院消毒后3d打印手术切口导向器的尺寸精度:十种MEX材料的比较评价。
IF 3.1 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-01 DOI: 10.1186/s41205-025-00291-w
Diana Popescu, Mariana Cristiana Iacob, Rodica Marinescu

Background: Integrating 3D printing into orthopedic oncology enables the development of patient-specific cutting guides for specific anatomy. To preserve surgical precision, especially in tumor resections where the safety margins must balance minimization of recurrence with avoidance of excessive bone removal, it is critical to maintain the dimensional accuracy of these guides throughout all stages of fabrication, disinfection, cleaning, and sterilization.

Methods: Personalized cutting guides were 3D printed using ten filaments, and 3D scanned before and after sterilization. Two sterilization methods were used: autoclave and vaporized hydrogen peroxide. Dimensional deviations were assessed by comparing the reference STL model with the scanned models using metrics such as root mean square, standard deviation, Gaussian mean, and maximum error. Pearson correlation analysis was conducted to evaluate inter-sample variability and metric interdependence.

Results: PLA and PETG showed the best dimensional accuracy in the as-printed state with RMS values of 0.093 mm and 0.093 mm, respectively, and standard deviations below 0.092 mm. After hydrogen peroxide sterilization, PETG, PC, and PETG-CF kept a high accuracy, while PLA, PLA-HP, PA, and PA6-CF showed significant deformations. Autoclave sterilization determined severe deformation in most materials, with PC showing unexpectedly changes of the geometrical form, increasing in RMS error from 0.127 mm to 3.642 mm. In the as-printed state, maximum error remained below 0.29 mm for all materials, with PLA having the highest localized deviation (0.283 mm). After hydrogen peroxide sterilization, PETG, PC, and ABS maintained maximum error values lower than 0.27 mm, while PLA increased to 0.274 mm and PLA-HP to 0.268 mm. These values, although moderate, showed geometric changes that affect fit in anatomically constrained regions. Pearson correlation analysis showed that hydrogen peroxide sterilization altered the relationship between accuracy metrics of prints after manufacturing, weakening the correlation between RMS and Gaussian mean. This suggested increased unpredictability in deformation direction and highlighted less consistent deformation patterns.

Conclusions: Disinfection and sterilization processes were highly material-dependent, as expected. PETG, PC, and PETG-CF were the most stable materials for the 3D-printed surgical guides when using cold plasma sterilization. Materials like PLA, PLA-HP, and PA require caution due to their instability. Designers should take into account the deformation directionality loss post-sterilization and integrate fit allowances into surgical guide geometry.

背景:将3D打印集成到骨科肿瘤学中可以开发针对特定解剖结构的患者特异性切割指南。为了保持手术精度,特别是在肿瘤切除中,安全范围必须平衡最小化复发和避免过度骨切除,在制造、消毒、清洁和灭菌的所有阶段保持这些导针的尺寸精度至关重要。方法:采用10根灯丝3D打印个性化切割导轨,并对灭菌前后进行3D扫描。灭菌方法有两种:高压灭菌法和汽化过氧化氢法。通过使用均方根、标准差、高斯均值和最大误差等指标将参考STL模型与扫描模型进行比较,评估尺寸偏差。采用Pearson相关分析来评估样本间变异性和度量相关性。结果:PLA和PETG在打印状态下尺寸精度最高,RMS分别为0.093 mm和0.093 mm,标准差小于0.092 mm。过氧化氢灭菌后,PETG、PC、PETG- cf保持较高的精度,而PLA、PLA- hp、PA、PA6-CF出现明显变形。高压灭菌器灭菌后,大多数材料发生了严重变形,PC的几何形状发生了意想不到的变化,均方根误差从0.127 mm增加到3.642 mm。在打印状态下,所有材料的最大误差保持在0.29 mm以下,PLA具有最高的局部偏差(0.283 mm)。过氧化氢灭菌后,PETG、PC和ABS的最大误差值保持在0.27 mm以下,PLA增加到0.274 mm, PLA- hp增加到0.268 mm。这些数值虽然适中,但显示出几何变化影响了解剖受限区域的契合度。Pearson相关分析表明,过氧化氢灭菌改变了打印后精度指标之间的关系,削弱了RMS与高斯均值之间的相关性。这表明变形方向的不可预测性增加,并突出了不太一致的变形模式。结论:正如预期的那样,消毒和灭菌过程高度依赖于材料。PETG、PC和PETG- cf是冷等离子体灭菌时3d打印手术指南最稳定的材料。PLA、PLA- hp和PA等材料由于不稳定,需要谨慎使用。设计人员应考虑灭菌后的变形方向性损失,并将配合余量整合到手术导管几何中。
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引用次数: 0
Biomechanical and clinical evaluation of 3D-printed personalized vertebral implants after total En-Bloc spondylectomy: two-year follow-up outcomes. En-Bloc全椎体切除术后3d打印个性化椎体植入物的生物力学和临床评价:两年随访结果
IF 3.1 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-08-01 DOI: 10.1186/s41205-025-00294-7
Viktor G Aleinikov, Talgat T Kerimbayev, Yergen N Kenzhegulov, Daniyar K Zhamoldin, Zhandos M Tuigynov, Ermek A Urunbayev, Nurzhan B Abishev, Meirzhan S Oshayev, Dinara M Baiskhanova, Makar P Solodovnikov, Serik K Akshulakov, Diana Kerimbayeva

Background: This prospective study evaluated the efficacy of 3D-printed personalized vertebral implants in restoring spinal stability following total en bloc spondylectomy (TES) for benign spinal tumors. Given the lack of specialized implants for post-resection reconstruction, this approach integrates customized 3D-printed implants to enhance the anatomical precision, biomechanical stability, and clinical outcomes.

Methods: Four patients underwent TES using custom-designed 3D-printed vertebral implants. Key surgical parameters including operative time, intraoperative blood loss, pain reduction (VAS), and functional recovery (ODI) were assessed. Biomechanical testing was conducted to evaluate implant durability under high loads. Functional and neurological outcomes were monitored over a two-year follow-up period using clinical assessments and CT imaging.

Results: Personalized 3D-printed implants demonstrated high mechanical stability with no structural deformation under load-bearing conditions. Postoperative VAS and ODI scores significantly improved, indicating substantial pain reduction and enhanced functional recovery. Neurological evaluations revealed that 75% of patients regained full motor and sensory functions. CT imaging confirmed stable implant positioning, with no signs of subsidence, fixation failure, or implant-related complications.

Conclusions: This study highlights the clinical feasibility and potential advantages of 3D-printed personalized vertebral implants for spinal reconstruction, including optimized surgical planning, reduced operative time, and minimal blood loss. Despite promising short-term outcomes, further large-scale, multicenter trials are required to establish long-term clinical efficacy and broader applicability in diverse patient populations.

背景:本前瞻性研究评估了3d打印个性化椎体植入物在良性脊柱肿瘤全椎体切除术(TES)后恢复脊柱稳定性的效果。鉴于缺乏专门的植入物用于切除后重建,该方法集成了定制的3d打印植入物,以提高解剖精度,生物力学稳定性和临床效果。方法:4例患者使用定制的3d打印椎体植入物进行TES治疗。主要手术参数包括手术时间、术中出血量、疼痛减轻(VAS)和功能恢复(ODI)。生物力学测试评估种植体在高负荷下的耐久性。在两年的随访期间,通过临床评估和CT成像监测功能和神经学结果。结果:个性化3d打印植入物具有较高的机械稳定性,在承重条件下无结构变形。术后VAS和ODI评分显著提高,疼痛明显减轻,功能恢复增强。神经学评估显示,75%的患者恢复了完全的运动和感觉功能。CT成像证实植入物定位稳定,无下沉、固定失败或植入物相关并发症迹象。结论:本研究强调了3d打印个性化椎体植入物用于脊柱重建的临床可行性和潜在优势,包括优化手术计划,缩短手术时间,减少出血量。尽管短期效果良好,但需要进一步的大规模、多中心试验来确定长期临床疗效和在不同患者群体中更广泛的适用性。
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引用次数: 0
How precise is excision and reconstruction using 3D printing technology for total sacrectomy: accuracy validation in 9 consecutive cases. 使用3D打印技术进行全骶骨切除术和重建的准确性:连续9例的准确性验证。
IF 3.1 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-30 DOI: 10.1186/s41205-025-00295-6
Qianyu Shi, Jiazhi Zhu, Haijie Liang, Ruifeng Wang, Siyi Huang, Wei Guo, Tao Ji, Xiaodong Tang
<p><strong>Background: </strong>With 3D printing technology, we can now use preoperative imaging for precise surgical plan. We can also use patient-specific surgical jig to improve the accuracy of osteotomy and 3D-printed custom-made endoprostheses combined with a screw-rod system to restore lumbosacral stability. The aim of this study was to evaluate the accuracy of 3D printing technology for precise osteotomy during total sacrectomy.</p><p><strong>Methods: </strong>Nine patients with primary malignant tumors of the sacrum who underwent total sacrectomy at our center were enrolled. Osteotomy was planned based on preoperative imaging (CT, MRI). Generally, an additional 8-10 mm margin beyond the tumor was determined by the fusion of MR and CT images. Patient-specific surgical jigs and 3D-printed sacral endoprostheses were then designed based on the planned osteotomy planes. Pre- and postoperative 3D models of the lumbosacral and pelvic regions were constructed using the fiducial registration model of 3D slicer software 5.1.0. Postoperative CT scans were compared with the planned osteomy planes based on preoperative CT scans, in order to evaluate the accuracy of the osteotomy and endoprosthetic reconstruction. For each patient, four levels of osteotomy planes were chosen, including the upper edge of the sacroiliac (SI) joint, the S1 and S2 foramen levels, and the caudal edge of the SI joint, for analyzing position and angular deviations between the preoperative plan and actual osteotomy along with the endoprosthesis position.</p><p><strong>Results: </strong>Pathological diagnoses included four cases of osteosarcoma, four cases of chordoma, and one case of Ewing sarcoma. All osteotomies in nine patients achieved R0 resection, as verified pathologically. An average angular deviation of 4.27° (interquartile range[IQR] 4.15) and an osteotomy position deviation of 4.00 mm (IQR 2.90) were observed. The mean angular deviations of the four levels were 3.50° (IQR 6.02), 3.86° (IQR 2.55), 4.81° (IQR 4.37), and 4.92° (IQR 3.27). The mean position deviations at the four levels were 3.15 mm (IQR 3.54), 3.55 mm (IQR 1.37), 4.26 mm (IQR 2.61), and 4.86 mm (IQR 3.93). No significant difference was found among the angular and position deviations at different levels. However, the proportions of individuals with position deviations > 2 mm and > 5 mm were significantly greater at the caudal end of the SI joint than at the upper end. All position deviations were within 8 mm. The average follow-up duration was 24.4 months. At the last follow-up, three patients experienced local recurrence, and one patient died of disease. All endoprostheses were in place without significant displacement. The mean Musculoskeletal Tumor Society scoring system (MSTS93) and MUD scores (function and sensation of lower limbs (M), urination and uriesthesia (U), and defecation and rectal sensation (D)) were 19.4 (16 to 24) and 16.3 (12 to 24), respectively.</p><p><strong>Conclusion: </strong>No
背景:随着3D打印技术的发展,我们现在可以利用术前成像来制定精确的手术计划。我们还可以使用患者特定的手术夹具来提高截骨的准确性,并使用3d打印定制的内假体结合螺钉杆系统来恢复腰骶稳定性。本研究的目的是评估3D打印技术在全骶骨切除术中精确截骨的准确性。方法:9例骶骨原发恶性肿瘤患者在我院行全骶骨切除术。根据术前影像学(CT、MRI)计划截骨。通常,通过MR和CT图像的融合来确定肿瘤外的额外8- 10mm边缘。然后根据计划的截骨平面设计患者特定的手术夹具和3d打印的骶骨内假体。采用三维切片机软件5.1.0的基准配准模型,建立腰骶、骨盆区域术前、术后三维模型。将术后CT扫描与术前CT扫描计划的截骨平面进行比较,以评估截骨和假体内重建的准确性。每位患者选择4个截骨平面,包括骶髂关节上缘、骶髂关节S1、骶髂关节S2孔水平和骶髂关节尾侧边缘,分析术前计划与实际截骨以及假体位置之间的位置和角度偏差。结果:病理诊断为骨原性肉瘤4例,脊索瘤4例,尤文氏肉瘤1例。经病理证实,9例患者的截骨术均达到R0切除。平均角度偏差为4.27°(四分位间距[IQR] 4.15),截骨位置偏差为4.00 mm (IQR 2.90)。四个水平的平均角度偏差分别为3.50°(IQR 6.02)、3.86°(IQR 2.55)、4.81°(IQR 4.37)和4.92°(IQR 3.27)。四个水平的平均位置偏差分别为3.15 mm (IQR 3.54)、3.55 mm (IQR 1.37)、4.26 mm (IQR 2.61)和4.86 mm (IQR 3.93)。不同水平的角度和位置偏差无显著差异。然而,位置偏差> 2 mm和> 5 mm的个体比例在SI关节尾端明显大于上端。位置偏差均在8mm以内。平均随访时间为24.4个月。在最后一次随访中,3例患者出现局部复发,1例患者死于疾病。所有假体均就位,无明显移位。肌肉骨骼肿瘤学会评分系统(MSTS93)和MUD评分(下肢功能和感觉(M)、排尿和输尿管感觉(U)、排便和直肠感觉(D))的平均值分别为19.4(16 ~ 24)和16.3(12 ~ 24)。结论:值得注意的是,3d打印患者特异性手术夹具在全骶骨切除术中具有较高的截骨准确性,并可获得最佳的手术切缘和重建。使用定制的3d打印内假体可以实现有效可靠的重建。通过准确性验证,3D打印技术在全骶骨切除术中应用于患者特异性手术夹具和定制3D打印植入物,具有较高的手术准确性。
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引用次数: 0
Custom 3D-printed porous titanium augments for Paprosky type III acetabular defects: a case series combining biomechanical rationale with early clinical outcomes. 定制3d打印多孔钛增强物治疗papprosky III型髋臼缺损:结合生物力学原理和早期临床结果的病例系列
IF 3.1 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-26 DOI: 10.1186/s41205-025-00293-8
Tengbin Shi, Wenming Zhang, Xinyu Fang

Background: Severe acetabular bone defects (Paprosky type III) pose significant challenges for reconstruction and stable implant fixation. This study aimed to analyze the biomechanical properties and clinical safety of personalized 3D-printed porous titanium alloy reinforcement augments and evaluate their therapeutic efficacy in reconstructing these complex defects.

Methods: We reviewed three cases of Paprosky type III acetabular defects reconstructed using personalized 3D-printed porous titanium alloy augments. Finite element analysis (FEA) simulated the defects, utilizing a commercial augment as a control. Stress distribution within the augments, fixation screws, acetabular cups, and surrounding bone was analyzed under simulated single-leg standing (1 × body weight), walking (4 × BW), and jogging (6 × BW) loading conditions, with comparisons made to the control.

Results: Under all loading conditions, the peak stresses observed on the augment screws and acetabular cups in all three cases were lower than the buckling strength of titanium alloy and were consistently lower than those recorded in the control group. This indicates that the personalized augments provided stable support for acetabular cup fixation, aiding in the restoration of the hip rotation center and lower limb length.

Conclusions: Personalized 3D-printed porous titanium alloy augments demonstrate favorable biomechanical safety and clinical efficacy based on FEA and initial case review. For severe acetabular bone defects, these custom augments offer good initial stability, promoting bone integration for long-term fixation, and potentially reducing risks associated with cup loosening, dislocation, and periprosthetic fracture.

背景:严重的髋臼骨缺损(papprosky III型)对重建和稳定的植入物固定提出了重大挑战。本研究旨在分析个性化3d打印多孔钛合金增强体的生物力学性能和临床安全性,并评估其在这些复杂缺陷重建中的治疗效果。方法:对3例采用个性化3d打印多孔钛合金补强体修复帕普罗斯基型髋臼缺损进行回顾性分析。有限元分析(FEA)模拟了缺陷,利用商业增强作为控制。在模拟单腿站立(1 ×体重)、步行(4 ×体重)和慢跑(6 ×体重)负荷条件下,分析增强物、固定螺钉、髋臼杯和周围骨内的应力分布,并与对照组进行比较。结果:在所有加载条件下,3例髋臼杯和增强螺钉的峰值应力均低于钛合金的屈曲强度,且均低于对照组。这表明个性化的增强物为髋臼杯固定提供了稳定的支撑,有助于髋旋转中心和下肢长度的恢复。结论:基于有限元分析和初步病例回顾,个性化3d打印多孔钛合金增强物具有良好的生物力学安全性和临床疗效。对于严重的髋臼骨缺损,这些定制的增强物提供了良好的初始稳定性,促进了长期固定的骨整合,并潜在地降低了骨杯松动、脱位和假体周围骨折的风险。
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引用次数: 0
Intra-hospital patient-specific 3D printed surgical guide for patients with thoracic scoliotic deformities, the collaboration between engineer and surgeon. 针对胸椎侧凸畸形患者的院内患者特异性3D打印手术指南,工程师和外科医生的合作。
IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-21 DOI: 10.1186/s41205-025-00279-6
M Suffo, M Quiroga-De Castro, L Galán-Romero, P Andrés-Cano

Background: This study validates the intra-hospital design and 3D printing process of personalized surgical guides to enhance the accuracy of pedicle screw insertion in patients with thoracic scoliotic deformities. It introduces a novel collaborative paradigm between surgeons and engineers, aiming to improve efficiency and reduce errors in the manufacturing of patient-specific instruments (PSIs).

Methods: The process began with the generation of 3D biomodels of vertebrae from computed tomography scans. Surgical guides were then created using two 3D printing techniques: Fused Filament Fabrication (FFF) with polylactic acid (PLA) and Stereolithography (SLA) with photopolymer resin. Three different prototypes were compared based on multifactorial indicators, including economic cost, macroscopic surface finish, and mechanical stability. The mechanical performance of the guides was evaluated under loads generated during pedicle screw penetration and threading.

Results and discussions: PLA models printed using FFF were found to be cheaper and simpler to manufacture than SLA resin models. Despite differences observed under a microscope, PLA models exhibited a macroscopic surface finish comparable to that of SLA resin models. Both materials demonstrated similar mechanical properties, although their values were lower than those reported in the manufacturer's datasheet. Importantly, both types of guides successfully withstood the mechanical loads generated during surgical procedures. The intra-hospital collaboration between engineers and surgeons was identified as a key factor in improving outcomes and reducing error risks, showcasing the benefits of interdisciplinary teamwork.

Conclusions: 3D-printed PSIs made from PLA using FFF are more cost-effective and quicker to produce compared to SLA resin models, while achieving similar results in surface finish and mechanical stability. The implementation of a collaborative approach between engineers and surgeons within hospital settings enhances the efficiency and accuracy of patient-specific surgical guide manufacturing, offering a promising solution for improving surgical outcomes in thoracic scoliotic deformities.

背景:本研究验证了个性化手术导向器的院内设计和3D打印工艺,以提高胸椎侧凸畸形患者椎弓根螺钉置入的准确性。它在外科医生和工程师之间引入了一种新的合作模式,旨在提高效率并减少制造患者专用仪器(psi)的错误。方法:该过程从计算机断层扫描生成椎体三维生物模型开始。然后使用两种3D打印技术创建手术指南:使用聚乳酸(PLA)的熔融丝制造(FFF)和光聚合物树脂的立体光刻(SLA)。基于多因素指标,包括经济成本、宏观表面光洁度和机械稳定性,对三种不同的原型进行了比较。在椎弓根螺钉穿透和穿线过程中产生的载荷作用下,评估了导钉的机械性能。结果和讨论:发现使用FFF打印的PLA模型比SLA树脂模型更便宜,更容易制造。尽管在显微镜下观察到差异,PLA模型的宏观表面光洁度与SLA树脂模型相当。两种材料表现出相似的机械性能,尽管它们的值低于制造商数据表中报告的值。重要的是,两种类型的导尿管都成功地承受了手术过程中产生的机械负荷。工程师和外科医生之间的医院内部协作被认为是改善结果和减少错误风险的关键因素,展示了跨学科团队合作的好处。结论:与SLA树脂模型相比,使用FFF由PLA制成的3d打印psi更具成本效益,生产速度更快,同时在表面光洁度和机械稳定性方面也取得了相似的结果。在医院环境中,工程师和外科医生之间的协作方法的实施提高了针对患者的手术指南制造的效率和准确性,为改善胸部脊柱侧凸畸形的手术结果提供了一个有希望的解决方案。
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引用次数: 0
Segmentation and finite element analysis in orthopaedic trauma. 骨科创伤的分割与有限元分析。
IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-21 DOI: 10.1186/s41205-025-00284-9
Kevin Y Wang, Alexander R Farid, Simon Comtesse, Arvind G von Keudell

Background: Finite Element Analysis (FEA) has evolved into a crucial tool in orthopaedic trauma research and clinical practice. This review explores the broad applications of FEA in orthopedic surgery.

Main body: FEA involves several steps, including geometry representation, segmentation, 3D rendering, meshing, material property assignment, defining boundary conditions, and specifying contact conditions. The process utilizes patient-specific volumetric data-computed tomography (CT) scan, for example-and aims for a balance between computational efficiency and accuracy. FEA provides valuable outcome measures such as stress distribution, strain quantification, fracture gap motion, failure prediction, and implant stability. These measures aid in evaluating fracture fixation techniques, implant design, and the impact of different fixation strategies. FEA has found applications in femur and proximal humerus fracture fixation, distal femur fracture planning, tibial plateau fractures, and post-traumatic osteoarthritis. It plays a pivotal role in predicting fracture risk, assessing construct stability, and informing surgical decision-making. Additionally, FEA facilitates the development of custom surgical planning and personalized implants. To enhance accuracy, FEA is combined with cadaveric biomechanical analysis, providing a reference-standard representation of in vivo kinematics. Future research should focus on refining FEA models through increased validation using cadaveric models and clinical data.

Conclusion: FEA has revolutionized orthopaedic trauma research by offering insights into biomechanics, fracture fixation, and implant design. Integration with cadaveric biomechanical analysis enhances accuracy. Further validation efforts and integration into regular clinical practice are essential for realizing FEA's full potential in individualized patient care. The combination of FEA and cadaveric analysis contributes to a comprehensive understanding of in vivo kinematics, ultimately improving patient outcomes.

背景:有限元分析(FEA)已经发展成为骨科创伤研究和临床实践的重要工具。本文综述了有限元分析在骨科手术中的广泛应用。主体:有限元分析包括几何表示、分割、三维渲染、网格划分、材料属性分配、定义边界条件和指定接触条件等几个步骤。该过程利用患者特定的体积数据,例如计算机断层扫描(CT)扫描,目的是在计算效率和准确性之间取得平衡。有限元分析提供了有价值的结果测量,如应力分布、应变量化、骨折间隙运动、失效预测和植入物稳定性。这些措施有助于评估骨折固定技术、植入物设计和不同固定策略的影响。FEA已在股骨和肱骨近端骨折固定、股骨远端骨折规划、胫骨平台骨折和创伤后骨关节炎中得到应用。它在预测骨折风险、评估构造稳定性和告知手术决策方面起着关键作用。此外,FEA促进了定制手术计划和个性化植入物的发展。为了提高精度,有限元分析与尸体生物力学分析相结合,提供了体内运动学的参考标准表示。未来的研究应侧重于通过增加尸体模型和临床数据的验证来完善有限元模型。结论:有限元分析通过提供生物力学、骨折固定和植入物设计的见解,彻底改变了骨科创伤研究。与尸体生物力学分析的集成提高了准确性。进一步的验证工作和整合到常规临床实践中对于实现FEA在个体化患者护理中的全部潜力至关重要。有限元分析和尸体分析的结合有助于全面了解体内运动学,最终改善患者的预后。
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引用次数: 0
The novel technique for surgical simulation training of patient-specific silicone models of pediatric congenital choledochal cysts. 小儿先天性胆总管囊肿患者特异性硅胶模型的外科模拟训练新技术。
IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-16 DOI: 10.1186/s41205-025-00252-3
Shijiao Lu, Yiming Gong, Shengqian Pan, Jun Liu, Jianfeng Wang, Peng Wang

Purpose: This study was aimed to design a patient-specific models of pediatric congenital choledochal cysts(CCC) for surgical simulation training.

Methods: Seventeen children suffering from CCC were included in this study. Liver and hepatic hilum structures were generated as standard parts by traditional silicone casting after 3D printing via digital imaging. Moreover, the choledochal cyst was produced as an individualized part by the silicone shaking technique and soft resin printing. Afterwards, the two model parts were assembled for laparoscopic surgical simulation. Surgical excision and suturing, and usability were evaluated. P < 0.05 was considered to indicate a significant difference.

Results: Compared with those of the digital models, the liver well and hepatic hilum structures produced were more aesthetically pleasing. Moreover, cyst models were produced accordingly. In addition, silicone models have good mechanical properties and lower costs than resins and TPU powder, and silicone models are recommended as useful tools for presurgical simulated planning. The results also showed good feedback of cutting and suturing with good face validity and usability after the simulation was complete.

Conclusions: It is feasible that the application of the silicone shaking technique can produce a hollow individualized model of CCC for surgical simulation and medical training.

目的:本研究旨在设计儿童先天性胆总管囊肿(CCC)的患者特异性模型,用于手术模拟训练。方法:选取17例CCC患儿作为研究对象。肝脏和肝门结构通过数字成像3D打印后,采用传统硅胶浇铸工艺生成标准件。此外,采用硅胶摇模技术和软树脂打印技术制作出个体化的胆总管囊肿。然后将两个模型部件组装在一起进行腹腔镜手术模拟。评估手术切除、缝合及可用性。结果:与数字模型相比,制作的肝孔和肝门结构更美观。并据此制作囊肿模型。此外,硅胶模型比树脂和TPU粉末具有良好的力学性能和更低的成本,硅胶模型被推荐作为手术前模拟规划的有用工具。仿真完成后,切割缝合反馈良好,具有良好的面部有效性和可用性。结论:应用硅胶摇模技术制作空心个体化CCC模型,用于手术模拟和医学培训是可行的。
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引用次数: 0
Reconstruction of a large distal femoral giant cell tumor using a 3D-printed condylar support lattice metal implant and fibular grafts: a novel biomechanical and surgical approach. 使用3d打印髁支撑晶格金属植入物和腓骨移植物重建股骨远端巨大细胞瘤:一种新的生物力学和外科方法。
IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-16 DOI: 10.1186/s41205-025-00282-x
Aashish Chaudhry, Abhishek Kumar Sambharia, Bharat Bahre, Mani Pandey, Tanvi Chawla
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引用次数: 0
Machine learning-assisted finite element modeling of additively manufactured meta-materials. 增材制造超材料的机器学习辅助有限元建模。
IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-14 DOI: 10.1186/s41205-025-00286-7
Alexander Meynen, Hma Kolken, Michiel Mulier, Amir A Zadpoor, Lennart Scheys

Mechanical characterization of three-dimensional (3D) printed meta-biomaterials is rapidly becoming a crucial step in the development of novel medical device concepts, including those used in functionally graded implants for orthopedic applications. Finite element simulations are a valid, FDA-acknowledged alternative to experimental tests, which are time-consuming, expensive, and labor-intensive. However, when applied to 3D-printed meta-biomaterials, state-of-the-art finite element modeling approaches are becoming increasingly complex, while their accuracy remains limited. A critical condition for accurate simulation results is the identification of correct modelling parameters. This study proposes a machine learning-based strategy for identifying model parameters, including material properties and model boundary conditions, to enable accurate simulations of macro-scale mechanical behavior. To achieve this goal, a physics-informed artificial neural network model (PIANN) was developed and trained using data generated through a fully automated finite element modeling workflow. Subsequently, the PIANN model was then tested using real experimental force-displacement data as its input. The experimental data from 3D-printed structures were used to predict the associated parameters for finite element modeling. Finally, the workflow was validated by qualitatively and quantitatively comparing simulation results to the experimental data. Based on these results, we concluded that the proposed workflow could identify model parameters such that the predictions of associated finite element simulations are in agreement with experimental observations. Furthermore, resulting finite element models were found to outperform state-of-the-art models in terms of both quantitative and qualitative accuracy. Therefore, the proposed strategy has the potential to facilitate the broader application of finite element simulations in evaluating 3D-printed parts, in general, and 3D-printed meta-biomaterials, in particular.

三维(3D)打印的元生物材料的力学特性正在迅速成为新型医疗器械概念发展的关键一步,包括用于骨科应用的功能分级植入物。有限元模拟是一种有效的、fda认可的替代实验测试的方法,实验测试耗时、昂贵、费力。然而,当应用于3d打印的超生物材料时,最先进的有限元建模方法变得越来越复杂,而它们的准确性仍然有限。确定正确的建模参数是获得准确仿真结果的关键条件。本研究提出了一种基于机器学习的策略,用于识别模型参数,包括材料特性和模型边界条件,以实现宏观力学行为的准确模拟。为了实现这一目标,开发了一个物理信息人工神经网络模型(PIANN),并使用通过全自动有限元建模工作流生成的数据进行训练。随后,使用实际实验力-位移数据作为输入,对PIANN模型进行测试。利用3d打印结构的实验数据预测相关参数进行有限元建模。最后,将仿真结果与实验数据进行定性和定量对比,验证了该工作流的有效性。基于这些结果,我们得出结论,所提出的工作流程可以识别模型参数,从而使相关有限元模拟的预测与实验观察结果相一致。此外,由此产生的有限元模型被发现在定量和定性精度方面优于最先进的模型。因此,提出的策略有可能促进有限元模拟在评估3d打印部件,特别是3d打印元生物材料方面的更广泛应用。
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引用次数: 0
Economic evaluation of the manufacturing of 3D-printed wrist orthoses vs low temperature thermoplastic wrist orthoses. 3d打印腕部矫形器与低温热塑性腕部矫形器制造的经济评估。
IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-03 DOI: 10.1186/s41205-025-00287-6
Marianne von Haller, Louise Couchman, Philipp Honigmann
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引用次数: 0
期刊
3D printing in medicine
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