Abstract
Currently the surgical training of parietal bone graft techniques is performed on patients or specimens. Commercially available bone models do not deliver realistic haptic feedback. Thus customized parietal skull surrogates were developed for surgical training purposes. Two human parietal bones were used as reference. Based on the measurement of insertion forces of drilling, milling and saw procedures suitable material compositions for molding cortical and cancellous calvarial layers were found. Artificial skull caps were manufactured and tested. Additionally microtomograpy images of human and artificial parietal bones were performed to analyze outer table and diploe thicknesses. Significant differences between human and artificial skulls were not detected with the mechanical procedures tested. Highly significant differences were found for the diploe thickness values. In conclusion, an artificial bone has been created, mimicking the properties of human parietal bone thus being suitable for tabula externa graft lift training.
1 Introduction
Taking bone grafts from the skull is an accepted standard practice in facial-skeletal surgery to treat traumatic or reconstructive deformities [1], [2]. The main advantages of skull grafts are a barely visible scar under the hairline, pain reduction of the donor site, a short withdrawal period and rapid revascularization. One method to gather bone material from the parietal skull is the lift of outer table transplants. Therefore a transplant is contoured and the edges are flattened with a pear-shaped milling head. This enables the cutting of the diploe with an oscillating saw followed by transplant lifting and cutting of the remaining diploe with the aid of an osteotome. The inner table thus remains intact [3]. However, the lift of cranial grafts also harbors risks such as bleeding, numbness, subdural hematomas, intracranial injury or even the death of the patient [1]. To minimize these risks, appropriate forces and speeds of the hand drives have to be applied during the surgical procedure [4], [5]. Therefore, for novice surgeons, extensive training is necessary [6]. Traditionally, this training occurs in the operating room by watching a surgery and making first hands-on experience under supervision of an experienced surgeon. Learning is also done on human and animal specimen, live animals or simulators [7]. Here, model simulators or patient phantoms provide realistic haptic feedback [2] and represent a good training possibility and simulators with haptic feedback showed enhanced surgical-skill transfer rates [8]. Commercially available models are very often based on polyurethane (PU) foams as defined in the regulatory ASTM F1839 [9]. Several studies show that these PU models match in mechanical properties with human bones [10], [11]. However investigations dealing with orthopedic applications on these PU based models show controverse results [12], [13], [14]. The goal of this investigation was the development of parietal bone surrogates which are validated for drilling, milling and sawing. Therefore, characteristic parameters of these machinal processes were recorded. Additionally microtomography (μCT) images were evaluated to manufacture realistic cortical and cancellous layers with realistic thicknesses values.
2 Material and methods
2.1 Human specimen
Two human parietal bones (both from female donors, one left, 67 years and one right, 83 years respectively), which were taken from two routine craniectomies at BGU Murnau hospital, were completely released from soft tissues, rinsed with water and sterilized due to autoclaving after their removal. Afterwards the parietal calottes were cut into rectangular pieces. Adjacent skull proportions, like the frontal or temporal bone, were omitted (see Figure 1). Care was taken that the cut samples were as flat as possible with a size of approximately 2 × 8 cm, respectively. The harvested parietal bone specimens were numbered and scanned with a μCT (see Section 2.4). For storage reasons, the parietal bone pieces were frozen at −37° and were completely defrosted before the measurements (24 h in saline solution at room temperature/4°C).

Skull specimens. Adjacent skull proportions like frontal or temporal bone were omitted. Left: Human parietal bone plates were cut in four rectangular pieces and used as reference. Right: Artificial skull caps and cut samples. The samples reveal the three bony layers of the skull.
2.2 Artificial specimen
The custom made artificial skull caps described in this study were made of a two-component PU resin as base material. Further, varying amounts of additives (water, PU color, fillers and surfactants) were added in order to create a cortical shell with cancellous core and to enable fluoroscopy visualization. Two different combinations were molded in a two step approach resulting in a harder outer layer mimicking the cortical shell and a softer, porous structure imitating the inner cancellous diploic structure (see Figure 1). One surrogate (AS1) was molded with the same materials for cortical and cancellous layers. Another bone model (AS2) was manufactured with varying mixtures. For the machinery measurements, four parietal specimens for each composition were cut from the skull caps.
2.3 Measurement setup
For the measurement of forces during drilling (Fdrill), milling (Fmill) and sawing (Fsaw) a custom made test rig was used. A surgical drive (Implantmed SI-923,W&H Dental, Bürmoos, Austria) was placed vertically in a rig made of profiles. The following surgical tips were used: a 2 mm drillhead (Stryker Corp., Kalamazoo, MI, USA), an engraving mill head (Variodent, Neuss, Germany) and a 10 mm sawblade (W&H Dental, Bürmoos, Austria). The specimens were clamped on to a six degree of freedom (DOF) sensor (resolution 1/16N, nano25, ATI Industrial Automation, Apex, USA) with a custom made adapter and further fixed with screws. The force sensor was further adapted to a linear actuator (DNCE-63-400-BS-”10”P-Q, Festo AG & Co. KG, Esslingen, Germany) carrying the specimen to the surgical tip. The surgical tip was fixed within the surgical drive and the specimen was placed above the surgical tip with the linear actuator. The specimen was placed in a manner that the surgical tip was not touching the specimen before the start of a measurement. Force measurements started simultaneously with the movement of the actuator and hence, the specimen and the surgical hand piece. The speed of the surgical handpieces was uniformly set to the maximum of 40.000 rotations per minute. The tools were penetrated into the bones using a constant speed of 1 mm/s (drilling, milling), 0.5 mm/s (sawing) for given insertion depths of 10 mm (drilling, reaming), 5 mm (sawing), respectively. After the planned measurement depth was reached, the measurement was automatically stopped and the specimen was pulled away from the surgical tip. For drilling and milling the specimens were positioned flat to enable a perpendicular insertion of the tool tip into the bone specimen. For sawing measurements, the bone specimens were tilted 90° to allow only the cutting of the diploic bone. According to the surgical procedure, the maximum insertion forces during drilling and milling of the outer table and during sawing of the diploe were analyzed. Five measurements for each specimen and procedure were performed.
2.4 Imaging
All human specimen were scanned with a μCT (μCT80, Scanco Medical, Brüttisellen, Switzerland, see Figure 2). For all images, the resolution preferences of 70 kVp, 114 μA and a 200 ms integration time were used resulting in a slice thickness of 0.09 mm. The cut artificial specimen were tilted for 90 degrees and were photographed. The datasets and photos were analyzed using ImageJ (1.49 V, National Institutes of Health, Bethesda, MD, USA, [15]). Prior to the evaluation the datasets were edited according to Larsson and colleagues [16]. The images were filtered with a 3D median filter and a manual color threshold was set. Tabula externa and diploe thickness values were measured with the caliper tool in ImageJ. For each sample, thickness measurements were performed on five locations evenly distributed on the bone specimen. Furthermore, the same five locations were measured for four different μCT slices resulting in 20 measurements for each bone specimen.

μCT image of a human parietal bone piece. Thickness measurements were performed on five evenly distributed locations (TT, total thickness; ET, externa thickness; DT, diploe thickness; IT, interna thickness).
2.5 Statistical analysis
Statistical analysis was performed using the software SPSS (SPSS Statistics 22, IBM, Armonk, NY, USA). The examined data were tested for normal distribution (Shapiro-Wilk test) and homogenous variances (Levene test). For normal distributed data unpaired t-tests were used for the testing of differences between groups. Non-normal distributed data were tested with Whitney-U-test. For all tests, a p-value of 0.05 or less was considered significant.
3 Results
3.1 Measurements
The examined data showed normal distribution and homogenous variances, thus unpaired t-tests were used. The maximum insertion forces in axial direction were analyzed. All measurement results are summarized in Figure 3. Significant differences between the tested groups were not observed.

Results of machinal surgical measurements (n = 10) in parietal skulls (Human) and two customized artificial skulls (AS1, AS2) and an exemplary drilling measurement curve designating the analyzed insertion force. The course of the measurement curve is characteristic for the bony layers of the skull (A, outer table; B, diploe; C, inner table).
3.2 Imaging
The examined data showed normal distribution and homogenous variances. The measurement results of the evaluation of the μCT images are summarized in Table 1. Unpaired t-tests revealed significant differences between the thickness values of both cortical tables of AS1 (p-values <0.001* and 0.004*) and the diploe of both artificial parietal bones (p-values 0.001* and 0.002*).
Results of thickness measurements (n = 20) of parietal skulls (Human) and two customized artificial skulls (AS1, AS2; mean ± standard deviation (p-value for comparison to human specimen).
| Specimen | Externa (mm) | Diploe (mm) | Interna (mm) |
|---|---|---|---|
| Human | 1.44 ± 0.32 | 2.40 ± 0.31 | 0.79 ± 0.21 |
| AS1 | 0.89 ± 0.09 (<0.001*) | 6.73 ± 0.12 (0.001*) | 1.93 ± 0.99 (0.004*) |
| AS2 | 1.71 ± 0.39 (0.347) | 5.65 ± 0.32 (0.002*) | 0.63 ± 0.10 (0.019*) |
4 Discussion
Commercially available bones do not deliver realistic haptic feedback during orthopedic interventions [12], [13], [14]. In addition, a surgical simulator for the training of parietal graft lifts is currently not available and therefore it is apparent that sufficient artificial bones would be beneficial for surgical training. According to the surgical procedure of a parietal graft lift, the maximum insertion forces during drilling and milling of the outer cortical table and the average forces during sawing of the cancellous diploic bone were analyzed. The measured forces during drilling, milling and sawing of the bone surrogates did not show significant differences to those gathered from human bones. The spreads of all measured data of the artificial skulls was as large as those from human bones. The ingredients of the custom made artificial skulls were all weighed in with an acceptable range of ± 5%. Thus, variances in compositions as well as cortical coating thicknesses arise. But, these fluctuations are desireable leading to varying training scenarios for the surgeons. Significant differences were recognized for the diploic thickness of the artificial skulls. This is due to the molding process and the extension of the open cell PU foam in the mold. The parietal skull caps were already tested by two cranio-maxillo-facial surgeons. Both surgeons certify good haptical feedback for both bone surrogates, however, they report a thicker diploic layer with insufficient porosity compared to human specimens.
In conclusion, the results identified the AS2 as a suitable surrogate mimicking the properties of human parietal bone during outer table grafting. As a result a training simulator for harvesting cranial bone grafts was built with this artificial bone surrogate.
Acknowledgement
The authors would like to thank W&H Dentalwerk Bürmoos GmbH for their generous provision of machinal surgery tool required for this study. M.Hollensteiner thanks TÜV Austria for financial support.
Author’s Statement
Research funding: The Research Group for Surgical Simulators Linz (ReSSL) acknowledges the financial support by the Austrian Research Promotion Agency (FFG) within the program line Cooperation & Innovation (COIN) and project number 845436. Conflict of interest: Authors state no conflict of interest. Material and Methods: Informed consent: Informed consent has been obtained from all individuals included in this study. Ethical approval: The research related to human use complies with all the relevant national regulations, institutional policies and was performed in accordance with the tenets of the Helsinki Declaration, and has been approved by the authors’ institutional review board or equivalent committee.
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©2016 Marianne Hollensteiner et al., licensee De Gruyter.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
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- Regularization of EIT reconstruction based on multi-scales wavelet transforms
- Assessing MRI susceptibility artefact through an indicator of image distortion
- EyeGuidance – a computer controlled system to guide eye movements
- A framework for feedback-based segmentation of 3D image stacks
- Doppler optical coherence tomography as a promising tool for detecting fluid in the human middle ear
- 3D Local in vivo Environment (LivE) imaging for single cell protein analysis of bone tissue
- Inside-Out access strategy using new trans-vascular catheter approach
- US/MRI fusion with new optical tracking and marker approach for interventional procedures inside the MRI suite
- Impact of different registration methods in MEG source analysis
- 3D segmentation of thyroid ultrasound images using active contours
- Designing a compact MRI motion phantom
- Cerebral cortex classification by conditional random fields applied to intraoperative thermal imaging
- Classification of indirect immunofluorescence images using thresholded local binary count features
- Analysis of muscle fatigue conditions using time-frequency images and GLCM features
- Numerical evaluation of image parameters of ETR-1
- Fabrication of a compliant phantom of the human aortic arch for use in Particle Image Velocimetry (PIV) experimentation
- Effect of the number of electrodes on the reconstructed lung shape in electrical impedance tomography
- Hardware dependencies of GPU-accelerated beamformer performances for microwave breast cancer detection
- Computer assisted assessment of progressing osteoradionecrosis of the jaw for clinical diagnosis and treatment
- Evaluation of reconstruction parameters of electrical impedance tomography on aorta detection during saline bolus injection
- Evaluation of open-source software for the lung segmentation
- Automatic determination of lung features of CF patients in CT scans
- Image analysis of self-organized multicellular patterns
- Effect of key parameters on synthesis of superparamagnetic nanoparticles (SPIONs)
- Radiopacity assessment of neurovascular implants
- Development of a desiccant based dielectric for monitoring humidity conditions in miniaturized hermetic implantable packages
- Development of an artifact-free aneurysm clip
- Enhancing the regeneration of bone defects by alkalizing the peri-implant zone – an in vitro approach
- Rapid prototyping of replica knee implants for in vitro testing
- Protecting ultra- and hyperhydrophilic implant surfaces in dry state from loss of wettability
- Advanced wettability analysis of implant surfaces
- Patient-specific hip prostheses designed by surgeons
- Plasma treatment on novel carbon fiber reinforced PEEK cages to enhance bioactivity
- Wear of a total intervertebral disc prosthesis
- Digital health and digital biomarkers – enabling value chains on health data
- Usability in the lifecycle of medical software development
- Influence of different test gases in a non-destructive 100% quality control system for medical devices
- Device development guided by user satisfaction survey on auricular vagus nerve stimulation
- Empirical assessment of the time course of innovation in biomedical engineering: first results of a comparative approach
- Effect of left atrial hypertrophy on P-wave morphology in a computational model
- Simulation of intracardiac electrograms around acute ablation lesions
- Parametrization of activation based cardiac electrophysiology models using bidomain model simulations
- Assessment of nasal resistance using computational fluid dynamics
- Resistance in a non-linear autoregressive model of pulmonary mechanics
- Inspiratory and expiratory elastance in a non-linear autoregressive model of pulmonary mechanics
- Determination of regional lung function in cystic fibrosis using electrical impedance tomography
- Development of parietal bone surrogates for parietal graft lift training
- Numerical simulation of mechanically stimulated bone remodelling
- Conversion of engineering stresses to Cauchy stresses in tensile and compression tests of thermoplastic polymers
- Numerical examinations of simplified spondylodesis models concerning energy absorption in magnetic resonance imaging
- Principle study on the signal connection at transabdominal fetal pulse oximetry
- Influence of Siluron® insertion on model drug distribution in the simulated vitreous body
- Evaluating different approaches to identify a three parameter gas exchange model
- Effects of fibrosis on the extracellular potential based on 3D reconstructions from histological sections of heart tissue
- From imaging to hemodynamics – how reconstruction kernels influence the blood flow predictions in intracranial aneurysms
- Flow optimised design of a novel point-of-care diagnostic device for the detection of disease specific biomarkers
- Improved FPGA controlled artificial vascular system for plethysmographic measurements
- Minimally spaced electrode positions for multi-functional chest sensors: ECG and respiratory signal estimation
- Automated detection of alveolar arches for nasoalveolar molding in cleft lip and palate treatment
- Control scheme selection in human-machine- interfaces by analysis of activity signals
- Event-based sampling for reducing communication load in realtime human motion analysis by wireless inertial sensor networks
- Automatic pairing of inertial sensors to lower limb segments – a plug-and-play approach
- Contactless respiratory monitoring system for magnetic resonance imaging applications using a laser range sensor
- Interactive monitoring system for visual respiratory biofeedback
- Development of a low-cost senor based aid for visually impaired people
- Patient assistive system for the shoulder joint
- A passive beating heart setup for interventional cardiology training