OpenArm 2.0: Automated Segmentation of 3D Tissue Structures for Multi-Subject Study of Muscle Deformation Dynamics
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Ruzena Bajcsy | Laura A. Hallock | Daniel Ho | Chris Mitchell | Yonatan Nozik | Sai Mandava | Thomas Hui Li | R. Bajcsy | Daniel Ho | Chris Mitchell | Thomas Li | Yonatan Nozik | S. Mandava
[1] Benjamin D. Robertson,et al. Elastic ankle exoskeletons reduce soleus muscle force but not work in human hopping. , 2013, Journal of applied physiology.
[2] Bram van Ginneken,et al. A survey on deep learning in medical image analysis , 2017, Medical Image Anal..
[3] G. Soulez,et al. A 3-D ultrasound imaging robotic system to detect and quantify lower limb arterial stenoses: in vivo feasibility. , 2014, Ultrasound in medicine & biology.
[4] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[5] G. Ettema,et al. The moment arms of 23 muscle segments of the upper limb with varying elbow and forearm positions: Implications for motor control , 1998 .
[6] Ayman Habib,et al. OpenSim: Open-Source Software to Create and Analyze Dynamic Simulations of Movement , 2007, IEEE Transactions on Biomedical Engineering.
[7] S. Delp,et al. Upper limb muscle volumes in adult subjects. , 2007, Journal of biomechanics.
[8] Arie E. Kaufman,et al. Real‐time Biomechanically‐based Muscle Volume Deformation using FEM , 1998, Comput. Graph. Forum.
[9] Vijayan K. Asari,et al. Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation , 2018, ArXiv.
[10] Mikel Sagardia,et al. Ultrapiano: A novel human-machine interface applied to virtual reality , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).
[11] Walter R Frontera,et al. Relationship between force and size in human single muscle fibres , 2011, Experimental physiology.
[12] Jessica K. Hodgins,et al. Data-driven modeling of skin and muscle deformation , 2008, ACM Trans. Graph..
[13] Stefan Klein,et al. SimpleElastix: A User-Friendly, Multi-lingual Library for Medical Image Registration , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[14] Konstantinos Kamnitsas,et al. Efficient multi‐scale 3D CNN with fully connected CRF for accurate brain lesion segmentation , 2016, Medical Image Anal..
[15] Andras Lasso,et al. PLUS: Open-Source Toolkit for Ultrasound-Guided Intervention Systems , 2014, IEEE Transactions on Biomedical Engineering.
[16] J. Gulati,et al. Tonicity effects on intact single muscle fibers: relation between force and cell volume. , 1982, Science.
[17] Max A. Viergever,et al. Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities , 2016, MICCAI.
[18] S. Blemker,et al. Imaging two-dimensional displacements and strains in skeletal muscle during joint motion by cine DENSE MR. , 2008, Journal of biomechanics.
[19] Patrice Y. Simard,et al. Best practices for convolutional neural networks applied to visual document analysis , 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..
[20] Jon G. Rokne,et al. Modeling and simulating the deformation of human skeletal muscle based on anatomy and physiology , 2005, Comput. Animat. Virtual Worlds.
[21] O. Schmitt. The heat of shortening and the dynamic constants of muscle , 2017 .
[22] K. Abdel-Malek,et al. Knee and elbow 3D strength surfaces: peak torque-angle-velocity relationships. , 2012, Journal of applied biomechanics.
[23] Michael Damsgaard,et al. Analysis of musculoskeletal systems in the AnyBody Modeling System , 2006, Simulation modelling practice and theory.
[24] Andras Lasso,et al. Navigated Breast Tumor Excision Using Electromagnetically Tracked Ultrasound and Surgical Instruments , 2016, IEEE Transactions on Biomedical Engineering.
[25] Ruzena Bajcsy,et al. Empirical Quantification and Modeling of Muscle Deformation: Toward Ultrasound-Driven Assistive Device Control * This work was supported by the NSF National Robotics Initiative (award no. 81774), Siemens Healthcare (85993), and the NSF Graduate Research Fellowship Program. , 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).
[26] Andras Lasso,et al. Visual aid for identifying vertebral landmarks in ultrasound , 2018, Medical Imaging.
[27] Marcus G. Pandy,et al. Application of ultrasound imaging to subject-specific modelling of the human musculoskeletal system , 2017 .
[28] Andras Lasso,et al. Open-source platforms for navigated image-guided interventions , 2016, Medical Image Anal..
[29] Ruzena Bajcsy,et al. Fully Automated Echocardiogram Interpretation in Clinical Practice , 2018, Circulation.
[30] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.