1,025
Views
41
CrossRef citations to date
0
Altmetric
Original Articles

Interactive graph-cut segmentation for fast creation of finite element models from clinical ct data for hip fracture prediction

, , , , , , , , , , & show all
Pages 1693-1703 | Received 19 Jan 2015, Accepted 18 Apr 2016, Published online: 10 May 2016

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

Justin J. Tse, Luke Garland, Michael T. Kuczynski, Peter Salat, Yves Pauchard & Sarah L. Manske. (2021) The application and optimization of super-resolution reconstruction for isotropic out-of-plane MRI to study the musculoskeletal system. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 9:4, pages 421-427.
Read now
Cristina Falcinelli & Cari Whyne. (2020) Image-based finite-element modeling of the human femur. Computer Methods in Biomechanics and Biomedical Engineering 23:14, pages 1138-1161.
Read now
François Girinon, Laurent Gajny, Shahin Ebrahimi, Louis Dagneaux, Philippe Rouch & Wafa Skalli. (2020) Quasi-automated reconstruction of the femur from bi-planar X-rays. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 8:5, pages 529-537.
Read now

Articles from other publishers (38)

Chaofan Han, Chaochao Zhou, Hanwen Zhang, Peng Yin, Runsheng Guo, Wei Wang, Yiqi Zhang, Thomas Cha, Guoan Li & Yong Hai. (2023) Evaluation of bone mineral density in adolescent idiopathic scoliosis using a three-dimensional finite element model: a retrospective study. Journal of Orthopaedic Surgery and Research 18:1.
Crossref
Mengyi Zhang, Zhaokai Kong, Wenjun Zhu, Yang Yi, Ying Zhou & Fei Yan. (2022) Pelvic segmentation based MultiR2UNet. Pelvic segmentation based MultiR2UNet.
Barbara Postolka, William R. Taylor, Katrin Dätwyler, Markus O. Heller, Renate List & Pascal Schütz. (2022) Interpretation of natural tibio-femoral kinematics critically depends upon the kinematic analysis approach: A survey and comparison of methodologies. Journal of Biomechanics 144, pages 111306.
Crossref
Ingmar Fleps & Elise F. Morgan. (2022) A Review of CT-Based Fracture Risk Assessment with Finite Element Modeling and Machine Learning. Current Osteoporosis Reports 20:5, pages 309-319.
Crossref
Sandro Hodel, Barbara Postolka, Andreas Flury, Pascal Schütz, William R. Taylor, Lazaros Vlachopoulos & Sandro F. Fucentese. (2022) Influence of Bone Morphology on In Vivo Tibio-Femoral Kinematics in Healthy Knees during Gait Activities. Journal of Clinical Medicine 11:17, pages 5082.
Crossref
Barbara Postolka, William R. Taylor, Renate List, Sandro F. Fucentese, Peter P. Koch & Pascal Schütz. (2022) ISB clinical biomechanics award winner 2021: Tibio-femoral kinematics of natural versus replaced knees – A comparison using dynamic videofluoroscopy. Clinical Biomechanics 96, pages 105667.
Crossref
Imad Eddine Ibrahim Bekkouch, Bulat Maksudov, Semen Kiselev, Tamerlan Mustafaev, Tomaž Vrtovec & Bulat Ibragimov. (2022) Multi-landmark environment analysis with reinforcement learning for pelvic abnormality detection and quantification. Medical Image Analysis 78, pages 102417.
Crossref
Laurent Gajny, François Girinon, Wael Bayoud, Bhrigu Lahkar, Aurore Bonnet-Lebrun, Philippe Rouch, Jean-Yves Lazennec & Wafa Skalli. (2022) Fast quasi-automated 3D reconstruction of lower limbs from low dose biplanar radiographs using statistical shape models and contour matching. Medical Engineering & Physics 101, pages 103769.
Crossref
Ingmar Fleps, Halldór Pálsson, Alexander Baker, William Enns-Bray, Hassan Bahaloo, Michael Danner, Navrag B. Singh, William R. Taylor, Sigurdur Sigurdsson, Vilmundur Gudnason, Stephen J. Ferguson & Benedikt Helgason. (2022) Finite element derived femoral strength is a better predictor of hip fracture risk than aBMD in the AGES Reykjavik study cohort. Bone 154, pages 116219.
Crossref
Petr Henyš, Miroslav Vořechovský, Michal Kuchař, Axel Heinemann, Jiří Kopal, Benjamin Ondruschka & Niels Hammer. (2021) Bone mineral density modeling via random field: Normality, stationarity, sex and age dependence. Computer Methods and Programs in Biomedicine 210, pages 106353.
Crossref
Jan Hradil, Zdenek Horak, Petr Henys & Lukas Capek. (2021) The opening size of the laminoplasty is dependent on the groove size: A numerical study. Clinical Biomechanics 89, pages 105479.
Crossref
Petr Henyš, Michal Kuchař, Petr Hájek & Niels Hammer. (2021) Mechanical metric for skeletal biomechanics derived from spectral analysis of stiffness matrix. Scientific Reports 11:1.
Crossref
Michal Kuchař, Petr Henyš, Pavel Rejtar & Petr Hájek. (2021) Shape morphing technique can accurately predict pelvic bone landmarks. International Journal of Legal Medicine 135:4, pages 1617-1626.
Crossref
Bryce A. Besler, Andrew S. Michalski, Michael T. Kuczynski, Aleena Abid, Nils D. Forkert & Steven K. Boyd. (2021) Bone and joint enhancement filtering: Application to proximal femur segmentation from uncalibrated computed tomography datasets. Medical Image Analysis 67, pages 101887.
Crossref
Pendar Soltanmohammadi, Josie Elwell, Vishnu Veeraraghavan, George S. Athwal & Ryan Willing. (2020) Investigating the Effects of Demographics on Shoulder Morphology and Density Using Statistical Shape and Density Modeling. Journal of Biomechanical Engineering 142:12.
Crossref
Xiaodong Long & Jian Sun. (2020) Image segmentation based on the minimum spanning tree with a novel weight. Optik 221, pages 165308.
Crossref
Barbara Postolka, Pascal Schütz, Sandro F. Fucentese, Michael A.R. Freeman, Vera Pinskerova, Renate List & William R. Taylor. (2020) Tibio-femoral kinematics of the healthy knee joint throughout complete cycles of gait activities. Journal of Biomechanics 110, pages 109915.
Crossref
Lukas Capek, Petr Rehousek, Petr Henys, Sabri Bleibleh, Edward Jenner, Marketa Kulvajtova & Jiri Skala-Rosenbaum. (2020) Cement augmentation of odontoid peg fractures: the effect of cement volume and distribution on construct stiffness. European Spine Journal 29:5, pages 977-985.
Crossref
Bin Liu, Song Zhang, Yiqian Yang, Mingzhe Wang, Xiaohui Zhang, Jianxin Zhang, Wen Qi & Liang Yang. (2020) An Automatic Personalized Internal Fixation Plate Modeling Framework for Minimally Invasive Curved Bone Fracture Surgery Based on Preregistration With Capsule Projection Model. IEEE Transactions on Biomedical Engineering 67:3, pages 706-717.
Crossref
Barbara Postolka, Renate List, Benedikt Thelen, Pascal Schütz, William R. Taylor & Guoyan Zheng. (2020) Evaluation of an intensity-based algorithm for 2D/3D registration of natural knee videofluoroscopy data. Medical Engineering & Physics 77, pages 107-113.
Crossref
Rabeb Ben Kahla, Abdelwahed Barkaoui & Tarek Merzouki. 2019. Finite Element Method and Medical Imaging Techniques in Bone Biomechanics. Finite Element Method and Medical Imaging Techniques in Bone Biomechanics 155 178 .
Shi-Jian Liu, Zheng Zou, Jeng-Shyang Pan & Sheng-Hui Liao. (2019) Mice endplate segmentation from micro-CT data through graph-based trabecula recognition. EURASIP Journal on Image and Video Processing 2019:1.
Crossref
Oscar Cuadros Linares, Jonas Bianchi, Dirceu Raveli, João Batista Neto & Bernd Hamann. (2018) Mandible and skull segmentation in cone beam computed tomography using super-voxels and graph clustering. The Visual Computer 35:10, pages 1461-1474.
Crossref
Ingmar Fleps, Pierre Guy, Stephen J Ferguson, Peter A Cripton & Benedikt Helgason. (2019) Explicit Finite Element Models Accurately Predict Subject‐Specific and Velocity‐Dependent Kinetics of Sideways Fall Impact. Journal of Bone and Mineral Research 34:10, pages 1837-1850.
Crossref
Hooman Esfandiari, Carolyn Anglin, Pierre Guy, John Street, Simon Weidert & Antony J. Hodgson. (2019) A comparative analysis of intensity-based 2D–3D registration for intraoperative use in pedicle screw insertion surgeries. International Journal of Computer Assisted Radiology and Surgery.
Crossref
Gyujin Choi, Jooyeon Shin, Kyung Joohyun, Minho Kyung & Yunjin Lee. (2019) Data Augmentation Method for Deep Learning based Medical Image Segmentation Model. Journal of the Korea Computer Graphics Society 25:3, pages 123-131.
Crossref
Andrew S. Michalski, W. Brent Edwards & Steven K. Boyd. (2019) The Influence of Reconstruction Kernel on Bone Mineral and Strength Estimates Using Quantitative Computed Tomography and Finite Element Analysis. Journal of Clinical Densitometry 22:2, pages 219-228.
Crossref
Hamed Ziaeipoor, Mark Taylor, Marcus Pandy & Saulo Martelli. (2019) A novel training-free method for real-time prediction of femoral strain. Journal of Biomechanics 86, pages 110-116.
Crossref
W.S. Enns-Bray, H. Bahaloo, I. Fleps, Y. Pauchard, E. Taghizadeh, S. Sigurdsson, T. Aspelund, P. Büchler, T. Harris, V. Gudnason, S.J. Ferguson, H. Pálsson & B. Helgason. (2019) Biofidelic finite element models for accurately classifying hip fracture in a retrospective clinical study of elderly women from the AGES Reykjavik cohort. Bone 120, pages 25-37.
Crossref
Vimal Chandran, Ghislain Maquer, Thomas Gerig, Philippe Zysset & Mauricio Reyes. (2019) Supervised learning for bone shape and cortical thickness estimation from CT images for finite element analysis. Medical Image Analysis 52, pages 42-55.
Crossref
Ehsan Soodmand, Daniel Kluess, Patrick A. Varady, Robert Cichon, Michael Schwarze, Dominic Gehweiler, Frank Niemeyer, Dieter Pahr & Matthias Woiczinski. (2018) Interlaboratory comparison of femur surface reconstruction from CT data compared to reference optical 3D scan. BioMedical Engineering OnLine 17:1.
Crossref
Ingmar Fleps, William S. Enns-Bray, Pierre Guy, Stephen J. Ferguson, Peter A. Cripton & Benedikt Helgason. (2018) On the internal reaction forces, energy absorption, and fracture in the hip during simulated sideways fall impact. PLOS ONE 13:8, pages e0200952.
Crossref
Peter Varga, Leonard Grünwald & Markus Windolf. (2018) The prediction of cyclic proximal humerus fracture fixation failure by various bone density measures. Journal of Orthopaedic Research® 36:8, pages 2250-2258.
Crossref
Bryce A. Besler, Andrew S. Michalski, Nils D. Forkert & Steven K. Boyd. 2018. Computational Methods and Clinical Applications in Musculoskeletal Imaging. Computational Methods and Clinical Applications in Musculoskeletal Imaging 120 132 .
Jung Jin Kim, Jimin Nam & In Gwun Jang. (2017) Fully automated segmentation of a hip joint using the patient-specific optimal thresholding and watershed algorithm. Computer Methods and Programs in Biomedicine.
Crossref
Jyotsna Dogra, Meenakshi Sood, Shruti Jain & Navdeep Parashar. (2017) Segmentation of magnetic resonance images of brain using thresholding techniques. Segmentation of magnetic resonance images of brain using thresholding techniques.
Giordano Valente, Fulvia Taddei, Andrea Roncari, Enrico Schileo & Marco Manfrini. (2017) Bone adaptation of a biologically reconstructed femur after Ewing sarcoma: Long-term morphological and densitometric evolution. Skeletal Radiology 46:9, pages 1271-1276.
Crossref
Jin Zhang, Zhao-hui Tang, Wei-hua Gui, Qing Chen & Jin-ping Liu. (2017) Interactive image segmentation with a regression based ensemble learning paradigm. Frontiers of Information Technology & Electronic Engineering 18:7, pages 1002-1020.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.