Patient-appropriate and patient-specific quantification: Application of biomedical sciences and engineering principles for the amelioration of outcomes following reconstruction of osteochondrotomy of the sternum to access the mediastinum

Authors

  • Harjeet Singh Gandhi Hamilton Health Sciences, Ontario

DOI:

https://doi.org/10.24297/ijct.v22i.9229

Keywords:

clinical biomechanical engineer, fractals, elastography, elastic modulus, bone density, finite element analysis, Sternotomy

Abstract

It is a fact that the morphology, physiology, and load-bearing activities of two patients are never identical. The normal allometric variations in regional anatomy, primary disease processes, and co-morbid pathologies demand individual treatment planning and selection of implants for surgical repair, reconstruction, and replacement leading to patient-specific and patient-appropriate interventions. It requires quantification of hard and soft tissues of human anatomy directly or indirectly from image data and other evaluation techniques, which can be combined with reconstruction implant to form a composite structure for pre-operative evaluation.   Finite element modeling and analysis are routine engineering methods to assess the safety and endurance of the physical structures, which can also be applied for the numerical evaluation of fracture reconstruction. The present study delves into the fundamentals of various imaging techniques and techniques for the acquisition of hard and soft tissue densities to extract material properties and introduces the practice of finite element methods for higher analysis and their intended surgical application. 

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References

Adams, J. E. (2009). Quantitative computed tomography. European Journal of Radiology, 71, 415–424. https://doi.org/doi:10.1016/j.ejrad.2009.04.074

Aubin, C. É., Dansereau, J., Parent, F., Labelle, H., & De Guise, J. A. (1997). Morphometric evaluations of personalised 3D reconstructions and geometric models of the human spine. Medical and Biological Engineering and Computing. https://doi.org/10.1007/BF02510968

Battistelli, J. M., & Anselem, B. (1993). [Echography in injuries of costal cartilages]. Journal de Radiologie.

Benzley, S. E., Perry, E., Merkley, K., Clark, B., & Sjaardema, G. (1995). A Comparison of All-Hexahedral and All-Tetrahedral Finite Element Meshes for Elastic and Elasto-Plastic Analysis. 4th International Meshing Roundtable, Sandia National Laboratories. https://doi.org/10.1.1.70.392

Bercoff, J., Tanter, M., & Fink, M. (2004). Supersonic shear imaging: A new technique for soft tissue elasticity mapping. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. https://doi.org/10.1109/TUFFC.2004.1295425

Bereshiem, A. C., Pfeiffer, S. K., Grynpas, M. D., & Alblas, A. (2019). Use of backscattered scanning electron microscopy to quantify the bone tissues of midthoracic human ribs. American Journal of Physical Anthropology. https://doi.org/10.1002/ajpa.23716

Brekelmans, W. A. M., Poort, H. W., & Slooff, T. J. J. H. (1972). A new method to analyse the mechanical behaviour of skeletal parts. Acta Orthopaedica, 43(5), 301–317. https://doi.org/10.3109/17453677208998949

Brody, W. R., Butt, G., Hall, A., & Macovski, A. (1981). A method for selective tissue and bone visualization using dual energy scanned projection radiography. Medical Physics. https://doi.org/10.1118/1.594957

Bro-Nielsen, M. (1998). Finite element modeling in surgery simulation. Proceedings of the IEEE. https://doi.org/10.1109/5.662874

Budoff, M. J., Hamirani, Y. S., Gao, Y. L., Ismaeel, H., Flores, F. R., Child, J., Carson, S., Nee, J. N., & Mao, S. (2010). Measurement of thoracic bone mineral density with quantitative CT. Radiology. https://doi.org/10.1148/radiol.10100132

Camargo, A. J., Côrtes, A. R. G., Aoki, E. M., Baladi, M. G., Arita, E. S., & Watanabe, P. C. A. (2016). Analysis of Bone Quality on Panoramic Radiograph in Osteoporosis Research by Fractal Dimension. Applied Mathematics. https://doi.org/10.4236/am.2016.74035

Carter, D. R., & Hayes, W. C. . (1977). The Compressive Behavior Porous of Bone Structure as a Two-Phase. The Journal of Bone and Joint Surgery. https://doi.org/10.1007/978-1-4471-5451-8_116

Choi, Y. W., Im, J. ‐G, Song, C. S., & Lee, J. S. (1995). Sonography of the costal cartilage: Normal anatomy and preliminary clinical application. Journal of Clinical Ultrasound. https://doi.org/10.1002/jcu.1870230407

Choppin, S. B., Wheat, J. S., Gee, M., & Goyal, A. (2016). The accuracy of breast volume measurement methods: A systematic review. In Breast. https://doi.org/10.1016/j.breast.2016.05.010

Consensus development conference: Diagnosis, prophylaxis, and treatment of osteoporosis. (1993). The American Journal of Medicine. https://doi.org/10.1016/0002-9343(93)90218-e

Dalstra, M., Huiskes, R., Odgaard, A., & van Erning, L. (1993). Mechanical and textural properties of pelvic trabecular bone. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(93)90014-6

Dansereau, J., & Stokes, I. A. F. (1988). Measurements of the three-dimensional shape of the rib cage. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(88)90127-3

Dasika, U. K., Trumble, D. R., & Magovern, J. A. (2003). Lower sternal reinforcement improves the stability of sternal closure. Annals of Thoracic Surgery, 75(5), 1618–1621. https://doi.org/10.1016/S0003-4975(02)04988-3

Dobbins, J. T., & McAdams, H. P. (2009). Chest tomosynthesis: Technical principles and clinical update. European Journal of Radiology. https://doi.org/10.1016/j.ejrad.2009.05.054

Dobbins, J. T., McAdams, H. P., Godfrey, D. J., & Li, C. M. (2008). Digital tomosynthesis of the chest. In Journal of Thoracic Imaging. https://doi.org/10.1097/RTI.0b013e318173e162

Dobbins, J. T., McAdams, H. P., Sabol, J. M., Chakraborty, D. P., Kazerooni, E. A., Reddy, G. P., Vikgren, J., & Bath, M. (2017). Multi-institutional evaluation of digital tomosynthesis, dual-energy radiography, and conventional chest radiography for the detection and management of pulmonary nodules. Radiology. https://doi.org/10.1148/radiol.2016150497

Dworzak, J., Lamecker, H., Von Berg, J., Klinder, T., Lorenz, C., Kainmüller, D., Seim, H., Hege, H. C., & Zachow, S. (2010). 3D reconstruction of the human rib cage from 2D projection images using a statistical shape model. International Journal of Computer Assisted Radiology and Surgery. https://doi.org/10.1007/s11548-009-0390-2

Fenster, A., & Downey, D. B. (1996). 3-D ultrasound imaging: A review. In IEEE Engineering in Medicine and Biology Magazine. https://doi.org/10.1109/51.544511

Forman, J. L., De Dios, E. D. P., Dalmases, C. A., & Kent, R. W. (2010). The contribution of the perichondrium to the structural mechanical behavior of the costal-cartilage. Journal of Biomechanical Engineering. https://doi.org/10.1115/1.4001976

Forman, J. L., & Kent, R. W. (2011). Modeling costal cartilage using local material properties with consideration for gross heterogeneities. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2010.11.034

Gandhi, H. S. (2019). Rationale and options for choosing an optimal closure technique for primary midsagittal osteochondrotomy of the sternum. Part 3: Technical decision making based on the practice of patient- appropriate medicine. Critical Reviews in Biomedical Engineering. https://doi.org/10.1615/CritRevBiomedEng.2019026454

Gandhi, H. S. (2022). A Comprehensive Review of Computer Vision Techniques to Interest Physicians and Surgeons, Role of A Clinical Biomechanical Engineer in Pre-Operative Surgical Planning, And Preamble To HSG-Amoeba, A New Concept of Biomedical Image Modeling Technique. International Journal of Computers and Technology, Vol. 22 (2022), 1–49.

García, E., Diez, Y., Diaz, O., Lladó, X., Martí, R., Martí, J., & Oliver, A. (2018). A step-by-step review on patient-specific biomechanical finite element models for breast MRI to x-ray mammography registration. In Medical Physics. https://doi.org/10.1002/mp.12673

Gefen, A., & Dilmoney, B. (2007). Mechanics of the normal woman’s breast. Technology and Health Care.

Gennisson, J. L., Deffieux, T., Macé, E., Montaldo, G., Fink, M., & Tanter, M. (2010). Viscoelastic and anisotropic mechanical properties of in vivo muscle tissue assessed by supersonic shear imaging. Ultrasound in Medicine and Biology. https://doi.org/10.1016/j.ultrasmedbio.2010.02.013

GEOFF DOUGHERTY. (2009). Digital Image Processing for Medical Applications. Cambridge University Press.

Giovannelli, L., Marco, O., Navarro, J. M., Giner, E., & Ródenas, J. J. (2014). Direct creation of finite element models from medical images using Cartesian grids. Computational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013.

Glaser, D. A., Doan, J., & Newton, P. O. (2012). Comparison of 3-dimensional spinal reconstruction accuracy: Biplanar radiographs with eos versus computed tomography. Spine. https://doi.org/10.1097/BRS.0b013e3182518a15

Goswami, B., & Kr., S. (2015). 3D Modeling of X-Ray Images: A Review. International Journal of Computer Applications. https://doi.org/10.5120/ijca2015907566

Grassley, J. S. (2002). Breast reduction surgery. What every woman needs to know. AWHONN Lifelines / Association of Women’s Health, Obstetric and Neonatal Nurses. https://doi.org/10.1111/j.1552-6356.2002.tb00088.x

Gzik-Zroska, B., Wolański, W., & Gzik, M. (2013). Engineering-aided treatment of chest deformities to improve the process of breathing. International Journal for Numerical Methods in Biomedical Engineering. https://doi.org/10.1002/cnm.2563

Harrar, K., & Hamami, L. (2008). The fractal dimension correlated to the bone mineral density. WSEAS Transactions on Signal Processing.

Helgason, B., Perilli, E., Schileo, E., Taddei, F., Brynjólfsson, S., & Viceconti, M. (2008). Mathematical relationships between bone density and mechanical properties: A literature review. In Clinical Biomechanics. https://doi.org/10.1016/j.clinbiomech.2007.08.024

Hitschfeld-Kahler, N. (2005). Generation of 3D mixed element meshes using a flexible refinement approach. Engineering with Computers. https://doi.org/10.1007/s00366-005-0306-x

Horton, A., Wittek, A., Joldes, G. R., & Miller, K. (2010). A meshless Total Lagrangian explicit dynamics algorithm for surgical simulation. International Journal for Numerical Methods in Biomedical Engineering. https://doi.org/10.1002/cnm.1374

Hosseinian, S., & Arefi, H. (2015). 3D reconstruction from multi-view medical X-ray images - Review and evaluation of existing methods. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. https://doi.org/10.5194/isprsarchives-XL-1-W5-319-2015

Huang, Y., Zhou, Q., Wang, S. C., Nie, B. B., & Holcombe, S. A. (2019). An anatomic indexing system for costal cartilage and its application in calcification representation in finite-element human body models. Conference Proceedings International Research Council on the Biomechanics of Injury, IRCOBI.

Huiskes, R., & Chao, E. Y. S. (1983). A survey of finite element analysis in orthopedic biomechanics: The first decade. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(83)90072-6

Kaufman and Siffert). (2001). Noninvasive Measurement of Bone Integrity. In S. Cowin (Ed.), Bone Mechanics Handbook (Second, p. 980). CRC press, Taylor & Francis group.

Kent, D. M., & Hayward, R. A. (2007). Limitations of applying summary results of clinical trials to individual patients: The need for risk stratification. In Journal of the American Medical Association. https://doi.org/10.1001/jama.298.10.1209

Keyak, J. H., Lee, I. Y., & Skinner, H. B. (1994). Correlations between orthogonal mechanical properties and density of trabecular bone: Use of different densitometric measures. Journal of Biomedical Materials Research. https://doi.org/10.1002/jbm.820281111

Keyak, J. H., Meagher, J. M., Skinner, H. B., & Mote, C. D. (1990). Automated three-dimensional finite element modelling of bone: a new method. Journal of Biomedical Engineering. https://doi.org/10.1016/0141-5425(90)90022-F

Khatam, H., Reece, G. P., Fingeret, M. C., Markey, M. K., & Ravi-Chandar, K. (2015). In-vivo quantification of human breast deformation associated with the position change from supine to upright. Medical Engineering and Physics. https://doi.org/10.1016/j.medengphy.2014.09.016

Ladjal, H., Shariat, B., Azencot, J., & Beuve, M. (2013). Appropriate biomechanics and kinematics modeling of the respiratory system: Human diaphragm and thorax. IEEE International Conference on Intelligent Robots and Systems. https://doi.org/10.1109/IROS.2013.6696623

Landis, E. N., & Keane, D. T. (2010). X-ray microtomography. In Materials Characterization. https://doi.org/10.1016/j.matchar.2010.09.012

Laporte, S., Skalli, W., de Guise, J. A., Lavaste, F., & Mitton, D. (2003). A biplanar reconstruction method based on 2D and 3D contours: Application to the distal femur. Computer Methods in Biomechanics and Biomedical Engineering. https://doi.org/10.1080/1025584031000065956

Lau, A. G., Kindig, M. W., & Kent, R. W. (2011). Morphology, distribution, mineral density and volume fraction of human calcified costal cartilage. Acta Biomaterialia. https://doi.org/10.1016/j.actbio.2010.10.019

Lau, A., Oyen, M. L., Kent, R. W., Murakami, D., & Torigaki, T. (2008). Indentation stiffness of aging human costal cartilage. Acta Biomaterialia. https://doi.org/10.1016/j.actbio.2007.06.008

Levinson, S. F., Shinagawa, M., & Sato, T. (1995). Sonoelastic determination of human skeletal muscle elasticity. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(94)00173-2

Lorensen, W. E., & Cline, H. E. (1987). Marching cubes: A high resolution 3D surface construction algorithm. Proceedings of the 14th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1987. https://doi.org/10.1145/37401.37422

Luce, J. M. (1980). Respiratory Complications of Obesity. Chest, 78(4), 626–631. https://doi.org/doi.org/10.1378/chest.78.4.626

Mandelbrot, B. B. (1983). The fractal geometry of nature /Revised and enlarged edition/. New York.

McBroom, R. J., Hayes, W. C., Edwards, W. T., Goldberg, R. P., & White, A. A. (1985). Prediction of vertebral body compressive fracture using quantitative computed tomography. Journal of Bone and Joint Surgery - Series A. https://doi.org/10.2106/00004623-198567080-00010

Melhem, E., Assi, A., El Rachkidi, R., & Ghanem, I. (2016). EOS®biplanar X-ray imaging: concept, developments, benefits, and limitations. In Journal of Children’s Orthopaedics (Vol. 10, Issue 1, pp. 1–14). https://doi.org/10.1007/s11832-016-0713-0

Meuwly, J. Y., & Gudinchet, F. (2004). Sonography of the thoracic and abdominal walls. Journal of Clinical Ultrasound. https://doi.org/10.1002/jcu.20070

Morgan, E. F., Bayraktar, H. H., & Keaveny, T. M. (2003). Trabecular bone modulus-density relationships depend on anatomic site. Journal of Biomechanics. https://doi.org/10.1016/S0021-9290(03)00071-X

Mozaffari, M. H., & Lee, W. S. (2017). Freehand 3-D Ultrasound Imaging: A Systematic Review. In Ultrasound in Medicine and Biology. https://doi.org/10.1016/j.ultrasmedbio.2017.06.009

Mullender, M., Van Rietbergen, B., Rüegsegger, P., & Huiskes, R. (1998). Effect of mechanical set point of bone cells on mechanical control of trabecular bone architecture. Bone. https://doi.org/10.1016/S8756-3282(97)00251-2

Murakami, D., Kobayashi, S., Torigaki, T., & Kent, R. (2006). Finite element analysis of hard and soft tissue contributions to thoracic response: sensitivity analysis of fluctuations in boundary conditions. Stapp Car Crash Journal.

NAIMARK, A., & CHERNIACK, R. M. (1960). Compliance of the respiratory system and its components in health and obesity. Journal of Applied Physiology.

Neal, M. L., & Kerckhoffs, R. (2009). Current progress in patient-specific modeling. Briefings in Bioinformatics, 11(1), 111–126. https://doi.org/10.1093/bib/bbp049

Nicholson, J. A., Tsang, S. T. J., MacGillivray, T. J., Perks, F., & Simpson, A. H. R. W. (2019). What is the role of ultrasound in fracture management? Bone and Joint Research. https://doi.org/10.1302/2046-3758.87.BJR-2018-0215.R2

Oyen, M., Murakami, D., & Kent, R. (2005). Mechanical Characterization of Costal Cartilage. 33rd International Workshop of Injury Biomechanics Research.

Poelert, S., Valstar, E., Weinans, H., & Zadpoor, A. A. (2013). Patient-specific finite element modeling of bones. In Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. https://doi.org/10.1177/0954411912467884

Prager, R. W., Gee, A., & Berman, L. (1999). Stradx: Real-time acquisition and visualization of freehand three-dimensional ultrasound. Medical Image Analysis. https://doi.org/10.1016/S1361-8415(99)80003-6

Rajulu, S Corner, B. (2013). 3D Surface Scanning. In R. Goonetilleke (Ed.), The science of footwear. CRC press.

Reeves, T. E., Mah, P., & McDavid, W. D. (2012). Deriving Hounsfield units using grey levels in cone beam CT: A clinical application. Dentomaxillofacial Radiology. https://doi.org/10.1259/dmfr/31640433

Reinhard, K. (2014). Cameras, Coordinates, and Calibration. In K. Reinhard (Ed.), Concise Computer Vision. An Introduction into Theory and Algorithms (pp. 215–242). Springer-Verlag.

Rejtarová, O., Slízová, D., Smoranc, P., Rejtar, P., & Bukac, J. (2004). Costal cartilages--a clue for determination of sex. Biomedical Papers of the Medical Faculty of the University Palacký, Olomouc, Czechoslovakia. https://doi.org/10.5507/bp.2004.050

Reznikov, N., Bilton, M., Lari, L., Stevens, M. M., & Kröger, R. (2018). Fractal-like hierarchical organization of bone begins at the nanoscale. Science, 360(6388).

Riggio, E., Quattrone, P., & Nava, M. (2000). Anatomical study of the breast superficial fascial system: The inframammary fold unit. European Journal of Plastic Surgery. https://doi.org/10.1007/s002380000163

Roschger, P., Fratzl, P., Eschberger, J., & Klaushofer, K. (1998). Validation of quantitative backscattered electron imaging for the measurement of mineral density distribution in human bone biopsies. Bone. https://doi.org/10.1016/S8756-3282(98)00112-4

Roschger, P., Plenk, H., Klaushofer, K., Eschberger, J., Grynpas, M. D., Boyde, A., Boyce, T. M., & Skedros, J. G. (1995). A new scanning electron microscopy approach to the quantification of bone mineral distribution: Backscattered electron image grey-levels correlated to calcium K??-line intensities. Scanning Microscopy.

Saadé, J., Didier, A. L., Buttin, R., Moreau, J. M., Beuve, M., Shariat, B., & Villard, P. F. (2010). A preliminary study for a biomechanical model of the respiratory system. VISAPP 2010 - Proceedings of the International Conference on Computer Vision Theory and Applications. https://doi.org/10.5220/0002892405090515

Sarvazyan, A., J. Hall, T., W. Urban, M., Fatemi, M., R. Aglyamov, S., & S. Garra, B. (2011). An Overview of Elastography-An Emerging Branch of Medical Imaging. Current Medical Imaging Reviews. https://doi.org/10.2174/157340511798038684

Savzyan AP. (2001). Elastic properties of soft tissue. In Levy, M. et al. Handbook of elastic properties solids, liquids, and Gases. Vol. 3 (M. Levy, H. Bass, & R. Stern, Eds.). Academic Press.

Schileo, E., Dall’Ara, E., Taddei, F., Malandrino, A., Schotkamp, T., Baleani, M., & Viceconti, M. (2008). An accurate estimation of bone density improves the accuracy of subject-specific finite element models. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2008.05.017

Selthofer, R., Nikolić, V., Mrčela, T., Radić, R., Lekšan, I., Dinjar, K., & Selthofer-Relatić, K. (2010). Real mineral density of the sternum. Collegium Antropologicum.

Shim, V. B., Pitto, R. P., Streicher, R. M., Hunter, P. J., & Anderson, I. A. (2007). The use of sparse CT datasets for auto-generating accurate FE models of the femur and pelvis. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2005.11.018

Standring, S. (2008). Gray’s Anatomy: The anatomical basis of clinical practice. In Edinburg. Elsevier Churchill Livingstone. https://doi.org/10.1017/CBO9781107415324.004

Stewart, J. H., & McCormick, W. F. (1984). A sex- and age-limited ossification pattern in human costal cartilages. American Journal of Clinical Pathology. https://doi.org/10.1093/ajcp/81.6.765

Stitzel, J. D., Cormier, J. M., Barretta, J. T., Kennedy, E. A., Smith, E. P., Rath, A. L., Duma, S. M., & Matsuoka, F. (2003). Defining Regional Variation in the Material Properties of Human Rib Cortical Bone and Its Effect on Fracture Prediction. SAE Technical Papers. https://doi.org/10.4271/2003-22-0012

Teo, J. C. M., Si-Hoe, K. M., Keh, J. E. L., & Teoh, S. H. (2006). Relationship between CT intensity, micro-architecture and mechanical properties of porcine vertebral cancellous bone. Clinical Biomechanics. https://doi.org/10.1016/j.clinbiomech.2005.11.001

Turner, C. H., & Burr, D. B. (2001). Experimental techniques for bone mechanics. In Bone Mechanics Handbook, Second Edition.

Adams, J. E. (2009). Quantitative computed tomography. European Journal of Radiology, 71, 415–424. https://doi.org/doi:10.1016/j.ejrad.2009.04.074

Aubin, C. É., Dansereau, J., Parent, F., Labelle, H., & De Guise, J. A. (1997). Morphometric evaluations of personalised 3D reconstructions and geometric models of the human spine. Medical and Biological Engineering and Computing. https://doi.org/10.1007/BF02510968

Battistelli, J. M., & Anselem, B. (1993). [Echography in injuries of costal cartilages]. Journal de Radiologie.

Benzley, S. E., Perry, E., Merkley, K., Clark, B., & Sjaardema, G. (1995). A Comparison of All-Hexahedral and All-Tetrahedral Finite Element Meshes for Elastic and Elasto-Plastic Analysis. 4th International Meshing Roundtable, Sandia National Laboratories. https://doi.org/10.1.1.70.392

Bercoff, J., Tanter, M., & Fink, M. (2004). Supersonic shear imaging: A new technique for soft tissue elasticity mapping. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. https://doi.org/10.1109/TUFFC.2004.1295425

Bereshiem, A. C., Pfeiffer, S. K., Grynpas, M. D., & Alblas, A. (2019). Use of backscattered scanning electron microscopy to quantify the bone tissues of midthoracic human ribs. American Journal of Physical Anthropology. https://doi.org/10.1002/ajpa.23716

Brekelmans, W. A. M., Poort, H. W., & Slooff, T. J. J. H. (1972). A new method to analyse the mechanical behaviour of skeletal parts. Acta Orthopaedica, 43(5), 301–317. https://doi.org/10.3109/17453677208998949

Brody, W. R., Butt, G., Hall, A., & Macovski, A. (1981). A method for selective tissue and bone visualization using dual energy scanned projection radiography. Medical Physics. https://doi.org/10.1118/1.594957

Bro-Nielsen, M. (1998). Finite element modeling in surgery simulation. Proceedings of the IEEE. https://doi.org/10.1109/5.662874

Budoff, M. J., Hamirani, Y. S., Gao, Y. L., Ismaeel, H., Flores, F. R., Child, J., Carson, S., Nee, J. N., & Mao, S. (2010). Measurement of thoracic bone mineral density with quantitative CT. Radiology. https://doi.org/10.1148/radiol.10100132

Camargo, A. J., Côrtes, A. R. G., Aoki, E. M., Baladi, M. G., Arita, E. S., & Watanabe, P. C. A. (2016). Analysis of Bone Quality on Panoramic Radiograph in Osteoporosis Research by Fractal Dimension. Applied Mathematics. https://doi.org/10.4236/am.2016.74035

Carter, D. R., & Hayes, W. C. . (1977). The Compressive Behavior Porous of Bone Structure as a Two-Phase. The Journal of Bone and Joint Surgery. https://doi.org/10.1007/978-1-4471-5451-8_116

Choi, Y. W., Im, J. ‐G, Song, C. S., & Lee, J. S. (1995). Sonography of the costal cartilage: Normal anatomy and preliminary clinical application. Journal of Clinical Ultrasound. https://doi.org/10.1002/jcu.1870230407

Choppin, S. B., Wheat, J. S., Gee, M., & Goyal, A. (2016). The accuracy of breast volume measurement methods: A systematic review. In Breast. https://doi.org/10.1016/j.breast.2016.05.010

Consensus development conference: Diagnosis, prophylaxis, and treatment of osteoporosis. (1993). The American Journal of Medicine. https://doi.org/10.1016/0002-9343(93)90218-e

Dalstra, M., Huiskes, R., Odgaard, A., & van Erning, L. (1993). Mechanical and textural properties of pelvic trabecular bone. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(93)90014-6

Dansereau, J., & Stokes, I. A. F. (1988). Measurements of the three-dimensional shape of the rib cage. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(88)90127-3

Dasika, U. K., Trumble, D. R., & Magovern, J. A. (2003). Lower sternal reinforcement improves the stability of sternal closure. Annals of Thoracic Surgery, 75(5), 1618–1621. https://doi.org/10.1016/S0003-4975(02)04988-3

Dobbins, J. T., & McAdams, H. P. (2009). Chest tomosynthesis: Technical principles and clinical update. European Journal of Radiology. https://doi.org/10.1016/j.ejrad.2009.05.054

Dobbins, J. T., McAdams, H. P., Godfrey, D. J., & Li, C. M. (2008). Digital tomosynthesis of the chest. In Journal of Thoracic Imaging. https://doi.org/10.1097/RTI.0b013e318173e162

Dobbins, J. T., McAdams, H. P., Sabol, J. M., Chakraborty, D. P., Kazerooni, E. A., Reddy, G. P., Vikgren, J., & Bath, M. (2017). Multi-institutional evaluation of digital tomosynthesis, dual-energy radiography, and conventional chest radiography for the detection and management of pulmonary nodules. Radiology. https://doi.org/10.1148/radiol.2016150497

Dworzak, J., Lamecker, H., Von Berg, J., Klinder, T., Lorenz, C., Kainmüller, D., Seim, H., Hege, H. C., & Zachow, S. (2010). 3D reconstruction of the human rib cage from 2D projection images using a statistical shape model. International Journal of Computer Assisted Radiology and Surgery. https://doi.org/10.1007/s11548-009-0390-2

Fenster, A., & Downey, D. B. (1996). 3-D ultrasound imaging: A review. In IEEE Engineering in Medicine and Biology Magazine. https://doi.org/10.1109/51.544511

Forman, J. L., De Dios, E. D. P., Dalmases, C. A., & Kent, R. W. (2010). The contribution of the perichondrium to the structural mechanical behavior of the costal-cartilage. Journal of Biomechanical Engineering. https://doi.org/10.1115/1.4001976

Forman, J. L., & Kent, R. W. (2011). Modeling costal cartilage using local material properties with consideration for gross heterogeneities. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2010.11.034

Gandhi, H. S. (2019). Rationale and options for choosing an optimal closure technique for primary midsagittal osteochondrotomy of the sternum. Part 3: Technical decision making based on the practice of patient- appropriate medicine. Critical Reviews in Biomedical Engineering. https://doi.org/10.1615/CritRevBiomedEng.2019026454

Gandhi, H. S. (2022). A Comprehensive Review of Computer Vision Techniques to Interest Physicians and Surgeons, Role of A Clinical Biomechanical Engineer in Pre-Operative Surgical Planning, And Preamble To HSG-Amoeba, A New Concept of Biomedical Image Modeling Technique. International Journal of Computers and Technology, Vol. 22 (2022), 1–49.

García, E., Diez, Y., Diaz, O., Lladó, X., Martí, R., Martí, J., & Oliver, A. (2018). A step-by-step review on patient-specific biomechanical finite element models for breast MRI to x-ray mammography registration. In Medical Physics. https://doi.org/10.1002/mp.12673

Gefen, A., & Dilmoney, B. (2007). Mechanics of the normal woman’s breast. Technology and Health Care.

Gennisson, J. L., Deffieux, T., Macé, E., Montaldo, G., Fink, M., & Tanter, M. (2010). Viscoelastic and anisotropic mechanical properties of in vivo muscle tissue assessed by supersonic shear imaging. Ultrasound in Medicine and Biology. https://doi.org/10.1016/j.ultrasmedbio.2010.02.013

GEOFF DOUGHERTY. (2009). Digital Image Processing for Medical Applications. Cambridge University Press.

Giovannelli, L., Marco, O., Navarro, J. M., Giner, E., & Ródenas, J. J. (2014). Direct creation of finite element models from medical images using Cartesian grids. Computational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013.

Glaser, D. A., Doan, J., & Newton, P. O. (2012). Comparison of 3-dimensional spinal reconstruction accuracy: Biplanar radiographs with eos versus computed tomography. Spine. https://doi.org/10.1097/BRS.0b013e3182518a15

Goswami, B., & Kr., S. (2015). 3D Modeling of X-Ray Images: A Review. International Journal of Computer Applications. https://doi.org/10.5120/ijca2015907566

Grassley, J. S. (2002). Breast reduction surgery. What every woman needs to know. AWHONN Lifelines / Association of Women’s Health, Obstetric and Neonatal Nurses. https://doi.org/10.1111/j.1552-6356.2002.tb00088.x

Gzik-Zroska, B., Wolański, W., & Gzik, M. (2013). Engineering-aided treatment of chest deformities to improve the process of breathing. International Journal for Numerical Methods in Biomedical Engineering. https://doi.org/10.1002/cnm.2563

Harrar, K., & Hamami, L. (2008). The fractal dimension correlated to the bone mineral density. WSEAS Transactions on Signal Processing.

Helgason, B., Perilli, E., Schileo, E., Taddei, F., Brynjólfsson, S., & Viceconti, M. (2008). Mathematical relationships between bone density and mechanical properties: A literature review. In Clinical Biomechanics. https://doi.org/10.1016/j.clinbiomech.2007.08.024

Hitschfeld-Kahler, N. (2005). Generation of 3D mixed element meshes using a flexible refinement approach. Engineering with Computers. https://doi.org/10.1007/s00366-005-0306-x

Horton, A., Wittek, A., Joldes, G. R., & Miller, K. (2010). A meshless Total Lagrangian explicit dynamics algorithm for surgical simulation. International Journal for Numerical Methods in Biomedical Engineering. https://doi.org/10.1002/cnm.1374

Hosseinian, S., & Arefi, H. (2015). 3D reconstruction from multi-view medical X-ray images - Review and evaluation of existing methods. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. https://doi.org/10.5194/isprsarchives-XL-1-W5-319-2015

Huang, Y., Zhou, Q., Wang, S. C., Nie, B. B., & Holcombe, S. A. (2019). An anatomic indexing system for costal cartilage and its application in calcification representation in finite-element human body models. Conference Proceedings International Research Council on the Biomechanics of Injury, IRCOBI.

Huiskes, R., & Chao, E. Y. S. (1983). A survey of finite element analysis in orthopedic biomechanics: The first decade. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(83)90072-6

Kaufman and Siffert). (2001). Noninvasive Measurement of Bone Integrity. In S. Cowin (Ed.), Bone Mechanics Handbook (Second, p. 980). CRC press, Taylor & Francis group.

Kent, D. M., & Hayward, R. A. (2007). Limitations of applying summary results of clinical trials to individual patients: The need for risk stratification. In Journal of the American Medical Association. https://doi.org/10.1001/jama.298.10.1209

Keyak, J. H., Lee, I. Y., & Skinner, H. B. (1994). Correlations between orthogonal mechanical properties and density of trabecular bone: Use of different densitometric measures. Journal of Biomedical Materials Research. https://doi.org/10.1002/jbm.820281111

Keyak, J. H., Meagher, J. M., Skinner, H. B., & Mote, C. D. (1990). Automated three-dimensional finite element modelling of bone: a new method. Journal of Biomedical Engineering. https://doi.org/10.1016/0141-5425(90)90022-F

Khatam, H., Reece, G. P., Fingeret, M. C., Markey, M. K., & Ravi-Chandar, K. (2015). In-vivo quantification of human breast deformation associated with the position change from supine to upright. Medical Engineering and Physics. https://doi.org/10.1016/j.medengphy.2014.09.016

Ladjal, H., Shariat, B., Azencot, J., & Beuve, M. (2013). Appropriate biomechanics and kinematics modeling of the respiratory system: Human diaphragm and thorax. IEEE International Conference on Intelligent Robots and Systems. https://doi.org/10.1109/IROS.2013.6696623

Landis, E. N., & Keane, D. T. (2010). X-ray microtomography. In Materials Characterization. https://doi.org/10.1016/j.matchar.2010.09.012

Laporte, S., Skalli, W., de Guise, J. A., Lavaste, F., & Mitton, D. (2003). A biplanar reconstruction method based on 2D and 3D contours: Application to the distal femur. Computer Methods in Biomechanics and Biomedical Engineering. https://doi.org/10.1080/1025584031000065956

Lau, A. G., Kindig, M. W., & Kent, R. W. (2011). Morphology, distribution, mineral density and volume fraction of human calcified costal cartilage. Acta Biomaterialia. https://doi.org/10.1016/j.actbio.2010.10.019

Lau, A., Oyen, M. L., Kent, R. W., Murakami, D., & Torigaki, T. (2008). Indentation stiffness of aging human costal cartilage. Acta Biomaterialia. https://doi.org/10.1016/j.actbio.2007.06.008

Levinson, S. F., Shinagawa, M., & Sato, T. (1995). Sonoelastic determination of human skeletal muscle elasticity. Journal of Biomechanics. https://doi.org/10.1016/0021-9290(94)00173-2

Lorensen, W. E., & Cline, H. E. (1987). Marching cubes: A high resolution 3D surface construction algorithm. Proceedings of the 14th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1987. https://doi.org/10.1145/37401.37422

Luce, J. M. (1980). Respiratory Complications of Obesity. Chest, 78(4), 626–631. https://doi.org/doi.org/10.1378/chest.78.4.626

Mandelbrot, B. B. (1983). The fractal geometry of nature /Revised and enlarged edition/. New York.

McBroom, R. J., Hayes, W. C., Edwards, W. T., Goldberg, R. P., & White, A. A. (1985). Prediction of vertebral body compressive fracture using quantitative computed tomography. Journal of Bone and Joint Surgery - Series A. https://doi.org/10.2106/00004623-198567080-00010

Melhem, E., Assi, A., El Rachkidi, R., & Ghanem, I. (2016). EOS®biplanar X-ray imaging: concept, developments, benefits, and limitations. In Journal of Children’s Orthopaedics (Vol. 10, Issue 1, pp. 1–14). https://doi.org/10.1007/s11832-016-0713-0

Meuwly, J. Y., & Gudinchet, F. (2004). Sonography of the thoracic and abdominal walls. Journal of Clinical Ultrasound. https://doi.org/10.1002/jcu.20070

Morgan, E. F., Bayraktar, H. H., & Keaveny, T. M. (2003). Trabecular bone modulus-density relationships depend on anatomic site. Journal of Biomechanics. https://doi.org/10.1016/S0021-9290(03)00071-X

Mozaffari, M. H., & Lee, W. S. (2017). Freehand 3-D Ultrasound Imaging: A Systematic Review. In Ultrasound in Medicine and Biology. https://doi.org/10.1016/j.ultrasmedbio.2017.06.009

Mullender, M., Van Rietbergen, B., Rüegsegger, P., & Huiskes, R. (1998). Effect of mechanical set point of bone cells on mechanical control of trabecular bone architecture. Bone. https://doi.org/10.1016/S8756-3282(97)00251-2

Murakami, D., Kobayashi, S., Torigaki, T., & Kent, R. (2006). Finite element analysis of hard and soft tissue contributions to thoracic response: sensitivity analysis of fluctuations in boundary conditions. Stapp Car Crash Journal.

NAIMARK, A., & CHERNIACK, R. M. (1960). Compliance of the respiratory system and its components in health and obesity. Journal of Applied Physiology.

Neal, M. L., & Kerckhoffs, R. (2009). Current progress in patient-specific modeling. Briefings in Bioinformatics, 11(1), 111–126. https://doi.org/10.1093/bib/bbp049

Nicholson, J. A., Tsang, S. T. J., MacGillivray, T. J., Perks, F., & Simpson, A. H. R. W. (2019). What is the role of ultrasound in fracture management? Bone and Joint Research. https://doi.org/10.1302/2046-3758.87.BJR-2018-0215.R2

Oyen, M., Murakami, D., & Kent, R. (2005). Mechanical Characterization of Costal Cartilage. 33rd International Workshop of Injury Biomechanics Research.

Poelert, S., Valstar, E., Weinans, H., & Zadpoor, A. A. (2013). Patient-specific finite element modeling of bones. In Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. https://doi.org/10.1177/0954411912467884

Prager, R. W., Gee, A., & Berman, L. (1999). Stradx: Real-time acquisition and visualization of freehand three-dimensional ultrasound. Medical Image Analysis. https://doi.org/10.1016/S1361-8415(99)80003-6

Rajulu, S Corner, B. (2013). 3D Surface Scanning. In R. Goonetilleke (Ed.), The science of footwear. CRC press.

Reeves, T. E., Mah, P., & McDavid, W. D. (2012). Deriving Hounsfield units using grey levels in cone beam CT: A clinical application. Dentomaxillofacial Radiology. https://doi.org/10.1259/dmfr/31640433

Reinhard, K. (2014). Cameras, Coordinates, and Calibration. In K. Reinhard (Ed.), Concise Computer Vision. An Introduction into Theory and Algorithms (pp. 215–242). Springer-Verlag.

Rejtarová, O., Slízová, D., Smoranc, P., Rejtar, P., & Bukac, J. (2004). Costal cartilages--a clue for determination of sex. Biomedical Papers of the Medical Faculty of the University Palacký, Olomouc, Czechoslovakia. https://doi.org/10.5507/bp.2004.050

Reznikov, N., Bilton, M., Lari, L., Stevens, M. M., & Kröger, R. (2018). Fractal-like hierarchical organization of bone begins at the nanoscale. Science, 360(6388).

Riggio, E., Quattrone, P., & Nava, M. (2000). Anatomical study of the breast superficial fascial system: The inframammary fold unit. European Journal of Plastic Surgery. https://doi.org/10.1007/s002380000163

Roschger, P., Fratzl, P., Eschberger, J., & Klaushofer, K. (1998). Validation of quantitative backscattered electron imaging for the measurement of mineral density distribution in human bone biopsies. Bone. https://doi.org/10.1016/S8756-3282(98)00112-4

Roschger, P., Plenk, H., Klaushofer, K., Eschberger, J., Grynpas, M. D., Boyde, A., Boyce, T. M., & Skedros, J. G. (1995). A new scanning electron microscopy approach to the quantification of bone mineral distribution: Backscattered electron image grey-levels correlated to calcium K??-line intensities. Scanning Microscopy.

Saadé, J., Didier, A. L., Buttin, R., Moreau, J. M., Beuve, M., Shariat, B., & Villard, P. F. (2010). A preliminary study for a biomechanical model of the respiratory system. VISAPP 2010 - Proceedings of the International Conference on Computer Vision Theory and Applications. https://doi.org/10.5220/0002892405090515

Sarvazyan, A., J. Hall, T., W. Urban, M., Fatemi, M., R. Aglyamov, S., & S. Garra, B. (2011). An Overview of Elastography-An Emerging Branch of Medical Imaging. Current Medical Imaging Reviews. https://doi.org/10.2174/157340511798038684

Savzyan AP. (2001). Elastic properties of soft tissue. In Levy, M. et al. Handbook of elastic properties solids, liquids, and Gases. Vol. 3 (M. Levy, H. Bass, & R. Stern, Eds.). Academic Press.

Schileo, E., Dall’Ara, E., Taddei, F., Malandrino, A., Schotkamp, T., Baleani, M., & Viceconti, M. (2008). An accurate estimation of bone density improves the accuracy of subject-specific finite element models. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2008.05.017

Selthofer, R., Nikolić, V., Mrčela, T., Radić, R., Lekšan, I., Dinjar, K., & Selthofer-Relatić, K. (2010). Real mineral density of the sternum. Collegium Antropologicum.

Shim, V. B., Pitto, R. P., Streicher, R. M., Hunter, P. J., & Anderson, I. A. (2007). The use of sparse CT datasets for auto-generating accurate FE models of the femur and pelvis. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2005.11.018

Standring, S. (2008). Gray’s Anatomy: The anatomical basis of clinical practice. In Edinburg. Elsevier Churchill Livingstone. https://doi.org/10.1017/CBO9781107415324.004

Stewart, J. H., & McCormick, W. F. (1984). A sex- and age-limited ossification pattern in human costal cartilages. American Journal of Clinical Pathology. https://doi.org/10.1093/ajcp/81.6.765

Stitzel, J. D., Cormier, J. M., Barretta, J. T., Kennedy, E. A., Smith, E. P., Rath, A. L., Duma, S. M., & Matsuoka, F. (2003). Defining Regional Variation in the Material Properties of Human Rib Cortical Bone and Its Effect on Fracture Prediction. SAE Technical Papers. https://doi.org/10.4271/2003-22-0012

Teo, J. C. M., Si-Hoe, K. M., Keh, J. E. L., & Teoh, S. H. (2006). Relationship between CT intensity, micro-architecture and mechanical properties of porcine vertebral cancellous bone. Clinical Biomechanics. https://doi.org/10.1016/j.clinbiomech.2005.11.001

Turner, C. H., & Burr, D. B. (2001). Experimental techniques for bone mechanics. In Bone Mechanics Handbook, Second Edition.

Varghese, B., Short, D., Penmetsa, R., Goswami, T., & Hangartner, T. (2011). Computed-tomography-based finite-element models of long bones can accurately capture strain response to bending and torsion. Journal of Biomechanics. https://doi.org/10.1016/j.jbiomech.2010.12.028

Viceconti, M., Bellingeri, L., Cristofolini, L., & Toni, A. (1998). A comparative study on different methods of automatic mesh generation of human femurs. Medical Engineering and Physics. https://doi.org/10.1016/S1350-4533(97)00049-0

Viceconti, M., Testi, D., Taddei, F., Martelli, S., Clapworthy, G. J., & Van Sint Jan, S. (2006). Biomechanics modeling of the musculoskeletal apparatus: Status and key issues. Proceedings of the IEEE. https://doi.org/10.1109/JPROC.2006.871769

Vock, P., & Szucs-Farkas, Z. (2009). Dual energy subtraction: Principles and clinical applications. In European Journal of Radiology. https://doi.org/10.1016/j.ejrad.2009.03.046

Wade, O. L. (1954). Movements of the thoracic cage and diaphragm in respiration. The Journal of Physiology. https://doi.org/10.1113/jphysiol.1954.sp005099

Wang, J., Zhang, H., Lu, G., & Liu, Z. (2011). Rapid parametric design methods for shoe-last customization. International Journal of Advanced Manufacturing Technology. https://doi.org/10.1007/s00170-010-3144-y

Ward, M. E., Ward, J. W., & Macklem, P. T. (1992). Analysis of human chest wall motion using a two-compartment rib cage model. Journal of Applied Physiology.

Wawrzyk, M., Sokal, J., Andrzejewska, E., & Przewratil, P. (2015). The role of ultrasound imaging of callus formation in the treatment of long bone fractures in children. Polish Journal of Radiology. https://doi.org/10.12659/PJR.894548

Wittek, A., Grosland, N. M., Joldes, G. R., Magnotta, V., & Miller, K. (2016). From Finite Element Meshes to Clouds of Points: A Review of Methods for Generation of Computational Biomechanics Models for Patient-Specific Applications. Annals of Biomedical Engineering. https://doi.org/10.1007/s10439-015-1469-2

Zhang, J., Zhong, Y., & Gu, C. (2018). Deformable Models for Surgical Simulation: A Survey. In IEEE Reviews in Biomedical Engineering. https://doi.org/10.1109/RBME.2017.2773521

Zheng G, Gollmer S, Schumann S, Dong X, Feilkas T, B. M. (2009). A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images. Med Image Anal, 13(6). https://doi.org/10.1016/j.media.2008.12.003

Zhou, C., Zhang, X., Ai, J., Ji, T., Nagai, M., Duan, Y., Che, S., & Han, L. (2022). Chiral hierarchical structure of bone minerals. Nano Research Research, 15(2), 1295–1302. https://doi.org/10.1007/s12274-021-3653-z

Zienkiewicz, O., Taylor, R., & Zhu, J. Z. (2013). The Finite Element Method: its Basis and Fundamentals: Seventh Edition. In The Finite Element Method: its Basis and Fundamentals: Seventh Edition. https://doi.org/10.1016/C2009-0-24909-9

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2022-05-27

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Gandhi, H. S. (2022). Patient-appropriate and patient-specific quantification: Application of biomedical sciences and engineering principles for the amelioration of outcomes following reconstruction of osteochondrotomy of the sternum to access the mediastinum. INTERNATIONAL JOURNAL OF COMPUTERS &Amp; TECHNOLOGY, 22, 86–113. https://doi.org/10.24297/ijct.v22i.9229

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