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Guo N, Tian J, Wang L, Sun K, Mi L, Ming H, Zhe Z, Sun F. Discussion on the possibility of multi-layer intelligent technologies to achieve the best recover of musculoskeletal injuries: Smart materials, variable structures, and intelligent therapeutic planning. Front Bioeng Biotechnol 2022; 10:1016598. [PMID: 36246357 PMCID: PMC9561816 DOI: 10.3389/fbioe.2022.1016598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 09/14/2022] [Indexed: 11/16/2022] Open
Abstract
Although intelligent technologies has facilitated the development of precise orthopaedic, simple internal fixation, ligament reconstruction or arthroplasty can only relieve pain of patients in short-term. To achieve the best recover of musculoskeletal injuries, three bottlenecks must be broken through, which includes scientific path planning, bioactive implants and personalized surgical channels building. As scientific surgical path can be planned and built by through AI technology, 4D printing technology can make more bioactive implants be manufactured, and variable structures can establish personalized channels precisely, it is possible to achieve satisfied and effective musculoskeletal injury recovery with the progress of multi-layer intelligent technologies (MLIT).
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Affiliation(s)
- Na Guo
- Department of Computer Science and Technology, Tsinghua University, Beijing, China
- Institute of Precision Medicine, Tsinghua University, Beijing, China
| | - Jiawen Tian
- Department of Computer Science and Technology, Tsinghua University, Beijing, China
- Institute of Precision Medicine, Tsinghua University, Beijing, China
| | - Litao Wang
- College of Engineering, China Agricultural University, Beijing, China
| | - Kai Sun
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Lixin Mi
- Musculoskeletal Department, Beijing Rehabilitation Hospital, Beijing, China
| | - Hao Ming
- Orthopaedics, Chinese PLA General Hospital, Beijing, China
| | - Zhao Zhe
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Fuchun Sun
- Department of Computer Science and Technology, Tsinghua University, Beijing, China
- Institute of Precision Medicine, Tsinghua University, Beijing, China
- *Correspondence: Fuchun Sun,
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Zhao W, Guo Y, Xu C, Pei G, Basnet S, Pei Y, Su X. Distal Humerus Morphological Analysis of Chinese Individuals: A Statistical Shape Modeling Approach. Orthop Surg 2022; 14:2730-2740. [PMID: 36102259 PMCID: PMC9531077 DOI: 10.1111/os.13492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 08/08/2022] [Accepted: 08/11/2022] [Indexed: 11/29/2022] Open
Abstract
Objective A detailed analysis of the morphology of distal humeral articulation can help in the creation of anatomic prostheses of hemiarthroplasty. This study used statistical shape modeling to evaluate the 3D morphology of the distal humerus in healthy Chinese individuals and to investigate the proper articular morphology differences. Methods A statistical shape model (SSM) of the distal humerus was created using CT scans of 106 survey‐confirmed nonpathologic elbows. In addition, the articular components of each principal component (PC) were selected and fitted on the mean mode. The Euclidean point‐to‐mesh distance of articular modes was calculated as a measurement the proper change in the morphology of the articulation. Results The first seven PCs jointly accounted for 80.9% of the total variation (44.4%, 12.2%, 7.9%, 5.9%, 4.1%, 3.4% and 3%, respectively). In the mean model, the distance between the medial and lateral epicondyles was 57.4 mm, the width of the articulation was 42.1 mm, and the angle of the transepicondylar line (TEL) and C line was 4.8°. The articular surface differences of the first PC were significant (RMS: 1.43 mm in the −3 SD model and 2.38 mm in the +3 SD model), whereas under other conditions, the differences were not remarkable despite the maximum deformation not exceeding 1 mm. Conclusion A novel method (SSM) was used to evaluate the 3D morphology of the distal humerus in healthy Chinese individuals and investigate the proper articular shape differences. We found the proper shape of articular surface basically transformed into one variation pattern which was relevant to the bone size, even though the morphology of distal humerus possessed complicated variation modes. The findings of this study can be helpful to design the next generation of elbow hemiarthroplasty in the future.
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Affiliation(s)
- Wei Zhao
- School of Medicine Southern University of Science and Technology Shenzhen China
| | - Yao Guo
- School of Medicine Southern University of Science and Technology Shenzhen China
| | - Chuangye Xu
- School of Medicine Southern University of Science and Technology Shenzhen China
| | - Guoxian Pei
- School of Medicine Southern University of Science and Technology Shenzhen China
| | - Shiva Basnet
- School of Medicine Southern University of Science and Technology Shenzhen China
| | - Yanjun Pei
- Intelligent and Digital Surgery Innovation Center Southern University of Science and Technology Hospital Shenzhen China
| | - Xiuyun Su
- Intelligent and Digital Surgery Innovation Center Southern University of Science and Technology Hospital Shenzhen China
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Wang T, Zhao B, Yan J, Shao B, Mu W. Finite element analysis of infra-acetabular screw fixation for the treatment of acetabular posterior column fracture. INTERNATIONAL ORTHOPAEDICS 2022; 46:623-634. [PMID: 34981159 DOI: 10.1007/s00264-021-05298-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 12/27/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Infra-acetabular screws have been described to increase the fixation strength of acetabular fractures with separation of the columns. Previous studies were based on the simulation of the anterior column fractures without modelling the biomechanical effect of the screw in the posterior column fractures. The purpose of this study was to compare the stability of different internal fixation models of posterior column fracture and to provide a theoretical basis for the clinical application of infra-acetabular screws. METHODS Five internal fixation models of acetabular posterior column fracture were simulated using five implants, including one reconstruction plate (PCP model), one posterior column screw (PCS model), one infra-acetabular screw (PIS model), one infra-acetabular screw and one reconstruction plate (PIS + PCP model), and one infra-acetabular screw and one posterior column screw (PIS + PCS model). After meshing, material parameter, and boundary condition settings, a vertical downward load of 500 N was applied on the surface of the sacrum. To evaluate the biomechanical properties, the stress distribution and von Mises peak stress were recorded and analyzed, and the displacement distributions of the upper and lower fracture surfaces were compared. RESULTS In model PCP, the maximum stress of the plate is 71.952 MPa; in model PCS, the maximum stress of the screw is 52.740 MPa; in model PIS, the maximum stress of the screw is 68.985 MPa; in model PIS + PCP, the maximum stress of the plate is 64.695 MPa and the maximum stress of the screw is 39.679 MPa; and in model PIS + PCS, the maximum stress of the posterior column screw is 48.197 MPa and the maximum stress of the infra-acetabular screw is 65.201 MPa. The maximum stresses of implants are all located on the fracture surfaces. The average displacement differences of the upper and lower fracture surfaces are compared as follows: model PIS + PCS (0.03503 mm) < model PIS + PCP (0.08205 mm) < model PCP (0.10096 mm) < model PCS (0.19007 mm) < model PIS (0.23546 mm). CONCLUSION With sufficient biomechanical stability, infra-acetabular screws can be used as a supplementary fixation for the treatment of acetabular posterior column fractures. It is recommended to fix the fracture by the combined application of the infra-acetabular screw and posterior column screw.
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Affiliation(s)
- Tingguang Wang
- Department of Traumatic Orthopaedics, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, 324 Jing Wu Road, Jinan, 250012, Shandong, China
- Department of Orthopaedics, People's Hospital of Zouping City, Binzhou, Shandong, China
| | - Bei Zhao
- Department of Orthopaedics, Liaocheng People's Hospital, Liaocheng, Shandong, China
| | - Jun Yan
- Department of Orthopaedics, Liaocheng People's Hospital, Liaocheng, Shandong, China
| | - Bin Shao
- Department of Orthopaedics, Binzhou Medical University Hospital, Binzhou, Shandong, China
| | - Weidong Mu
- Department of Traumatic Orthopaedics, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, 324 Jing Wu Road, Jinan, 250012, Shandong, China.
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On the Necessity of a Customized Knee Spacer in Peri-Prosthetic Joint Infection Treatment: 3D Numerical Simulation Results. J Pers Med 2021; 11:jpm11101039. [PMID: 34683181 PMCID: PMC8538359 DOI: 10.3390/jpm11101039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/04/2021] [Accepted: 10/12/2021] [Indexed: 02/07/2023] Open
Abstract
Peri-prosthetic joint infections (PJIs) dramatically affect human health, as they are associated with high morbidity and mortality rates. Two-stage revision arthroplasty is currently the gold standard treatment for PJI and consists of infected implant removal, an accurate debridement, and placement of antimicrobial impregnated poly-methyl-metha-acrylate (PMMA) spacer. The use of antibiotic-loaded PMMA (ALPMMA) spacers have showed a success rate that ranges from 85% to 100%. ALPMMA spacers, currently available on the market, demonstrate a series of disadvantages, closely linked to a low propensity to customize, seen as the ability to adapt to the patients’ anatomical characteristics, with consequential increase of surgical complexity, surgery duration, and post-operative complications. Conventionally, ALPMMA spacers are available only in three or four standard sizes, with the impossibility of guaranteeing the perfect matching of ALPMMA spacers with residual bone (no further bone loss) and gap filling. In this paper, a 3D model of an ALPMMA spacer is introduced to evaluate the cause- effect link between the geometric characteristics and the correlated clinical improvements. The result is a multivariable-oriented design able to effectively manage the size, alignment, stability, and the patients’ anatomical matching. The preliminary numerical results, obtained by using an “ad hoc” 3D virtual planning simulator, clearly point out that to restore the joint line, the mechanical and rotational alignment and the surgeon’s control on the thicknesses (distal and posterior thicknesses) of the ALPMMA spacer is mandatory. The numerical simulations campaign involved nineteen patients grouped in three different scenarios (Case N° 1, Case N° 2 and Case N° 3) whose 3D bone models were obtained through an appropriate data management strategy. Each scenario is characterized by a different incidence rate. In particular, the observed rates of occurrence are, respectively, equal to 17% (Case N° 1), 74% (Case N° 2), and 10% (Case N° 3).
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Yuan T, Zhang H, Liu H, Du J, Yu H, Wang Y, Xu Y. Watertight 2-manifold 3D bone surface model reconstruction from CT images based on visual hyper-spherical mapping. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:1280-1313. [PMID: 33757186 DOI: 10.3934/mbe.2021068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
This paper proposes a general algorithm to reconstruct watertight 2-manifold 3D bone surface model from CT images based on visual hyper-spherical mapping. The reconstruction algorithm includes three main steps: two-step thresholding, initial watertight surface reconstruction and shape optimization. Firstly, volume sampling points of the target bone with given narrower threshold range are extracted by thresholding with combination of 3D morphology operation. Secondly, visible points near the bone's outer surface are extracted from its corresponding volume sampling points by hyper-spherical projection mapping method. Thirdly, implicit surface reconstruction algorithm is employed on the extracted visible surface points to obtain an initial watertight 3D bone surface model which is used as the deformation model in the following accurate bone surface model generation stage. Finally, the initial surface model is deformed according to the segmentation data with wider threshold range under given constraints in order to achieve an accurate watertight 3D bone surface model. Experiment and comparison results show that the proposed algorithm can reconstruct watertight 3D bone surface model from CT images, and local details of the bone surface can be restored accurately for the cases used in this paper.
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Affiliation(s)
- Tianran Yuan
- School of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu 223003, China
| | - Hongsheng Zhang
- School of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu 223003, China
| | - Hao Liu
- College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu 210016, China
| | - Juan Du
- School of Medical Technology, Jiangsu College of Nursing, Huaian, Jiangsu 223005, China
| | - Huiming Yu
- Department of Oral and Maxillofacial Surgery, Huaian First People's Hospital, Huaian, Jiangsu 223300, China
| | - Yimin Wang
- School of Mechanical and Material Engineering, Huaiyin Institute of Technology, Huaian, Jiangsu 223003, China
| | - Yabin Xu
- College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu 210016, China
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Recent Trends, Technical Concepts and Components of Computer-Assisted Orthopedic Surgery Systems: A Comprehensive Review. SENSORS 2019; 19:s19235199. [PMID: 31783631 PMCID: PMC6929084 DOI: 10.3390/s19235199] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 11/08/2019] [Accepted: 11/12/2019] [Indexed: 12/17/2022]
Abstract
Computer-assisted orthopedic surgery (CAOS) systems have become one of the most important and challenging types of system in clinical orthopedics, as they enable precise treatment of musculoskeletal diseases, employing modern clinical navigation systems and surgical tools. This paper brings a comprehensive review of recent trends and possibilities of CAOS systems. There are three types of the surgical planning systems, including: systems based on the volumetric images (computer tomography (CT), magnetic resonance imaging (MRI) or ultrasound images), further systems utilize either 2D or 3D fluoroscopic images, and the last one utilizes the kinetic information about the joints and morphological information about the target bones. This complex review is focused on three fundamental aspects of CAOS systems: their essential components, types of CAOS systems, and mechanical tools used in CAOS systems. In this review, we also outline the possibilities for using ultrasound computer-assisted orthopedic surgery (UCAOS) systems as an alternative to conventionally used CAOS systems.
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Statistical Analyses of Femur Parameters for Designing Anatomical Plates. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2016; 2016:1247560. [PMID: 28044087 PMCID: PMC5156872 DOI: 10.1155/2016/1247560] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Revised: 10/20/2016] [Accepted: 10/30/2016] [Indexed: 11/29/2022]
Abstract
Femur parameters are key prerequisites for scientifically designing anatomical plates. Meanwhile, individual differences in femurs present a challenge to design well-fitting anatomical plates. Therefore, to design anatomical plates more scientifically, analyses of femur parameters with statistical methods were performed in this study. The specific steps were as follows. First, taking eight anatomical femur parameters as variables, 100 femur samples were classified into three classes with factor analysis and Q-type cluster analysis. Second, based on the mean parameter values of the three classes of femurs, three sizes of average anatomical plates corresponding to the three classes of femurs were designed. Finally, based on Bayes discriminant analysis, a new femur could be assigned to the proper class. Thereafter, the average anatomical plate suitable for that new femur was selected from the three available sizes of plates. Experimental results showed that the classification of femurs was quite reasonable based on the anatomical aspects of the femurs. For instance, three sizes of condylar buttress plates were designed. Meanwhile, 20 new femurs are judged to which classes the femurs belong. Thereafter, suitable condylar buttress plates were determined and selected.
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