J. Chevrie, N. Shahriari, M. Babel, A. Krupa, and S. Misra, Flexible Needle Steering in Moving Biological Tissue with Motion Compensation using Ultrasound and Force Feedback, List of Publications International journals IEEE Robotics and Automation Letters, pp.10-1109, 2018.
DOI : 10.1109/LRA.2018.2809484
URL : https://hal.archives-ouvertes.fr/hal-01717915

J. International, A. Chevrie, M. Krupa, and . Babel, Online prediction of needle shape deformation in moving soft tissues from visual feedback, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp.2375-2380, 2016.

J. Chevrie, A. Krupa, and M. Babel, Needle steering fusing direct base manipulation and tip-based control, 2016 IEEE International Conference on Robotics and Automation (ICRA), pp.4450-44551, 2014.
DOI : 10.1109/ICRA.2016.7487645
URL : https://hal.archives-ouvertes.fr/hal-01304860

. K. Agl-+-16-]-t, J. D. Adebar, P. F. Greer, G. L. Laeseke, A. M. Hwang et al., Methods for improving the curvature of steerable needles in biological tissue, IEEE Transactions on Biomedical Engineering, vol.63, issue.6, pp.1167-1177, 2016.

. Hsu, Sensorless motion planning for medical needle insertion in deformable tissues, Information Technology in Biomedicine IEEE Transactions on, vol.13, issue.2, pp.217-225, 2009.

M. [. Abayazid, S. Kemp, and . Misra, 3D flexible needle steering in soft-tissue phantoms using Fiber Bragg Grating sensors, 2013 IEEE International Conference on Robotics and Automation, pp.5843-5849, 2013.
DOI : 10.1109/ICRA.2013.6631418

M. D. Patel and . Naish, Robot-assisted lung motion compensation during needle insertion, 2013 IEEE International Conference on Robotics and Automation, pp.1682-1687, 2013.

R. [. Abolhassani, M. Patel, and . Moallem, Needle insertion into soft tissue: A survey, Medical Engineering & Physics, vol.29, issue.4, pp.413-431, 2007.
DOI : 10.1016/j.medengphy.2006.07.003

R. [. Abayazid, R. Roesthuis, S. Reilink, and . Misra, Integrating Deflection Models and Image Feedback for Real-Time Flexible Needle Steering, IEEE Transactions on Robotics, vol.29, issue.2, pp.542-553, 2013.
DOI : 10.1109/TRO.2012.2230991

T. [. Alterovitz, K. Siméon, and . Goldberg, The Stochastic Motion Roadmap: A Sampling Framework for Planning with Markov Motion Uncertainty, Robotics: Science and Systems III, pp.246-253, 2008.
DOI : 10.15607/RSS.2007.III.030

G. M. Abayazid, S. Vrooijink, R. Patil, S. Alterovitz, and . Misra, Experimental evaluation of ultrasound-guided 3D needle steering in biological tissue, International Journal of Computer Assisted Radiology and Surgery, vol.26, issue.10, pp.1-9, 2014.
DOI : 10.1017/CBO9780511546877

B. [. Bernardes, G. A. Adorno, P. Borges, and . Poignet, 3D Robust Online Motion Planning for Steerable Needles in Dynamic Workspaces Using Duty-Cycled Rotation, Journal of Control, Automation and Electrical Systems, vol.25, issue.2, pp.216-227, 2014.
DOI : 10.1177/0278364906065388

. C. Bap-+-11-]-m, B. V. Bernardes, P. Adorno, N. Poignet, G. A. Zemiti et al., Adaptive path planning for steerable needles using duty-cycling, Intelligent Robots and Systems (IROS) IEEE/RSJ International Conference on, pp.2545-2550, 2011.

B. [. Bernardes, P. Adorno, G. A. Poignet, and . Borges, Robot-assisted automatic insertion of steerable needles with closed-loop imaging feedback and intraoperative trajectory replanning, Mechatronics, vol.23, issue.6, pp.630-645, 2013.
DOI : 10.1016/j.mechatronics.2013.06.004
URL : https://hal.archives-ouvertes.fr/lirmm-00873832

R. [. Baerlocher and . Boulic, An inverse kinematics architecture enforcing an arbitrary number of strict priority levels. The Visual Computer, pp.402-417, 2004.

D. [. Burgner-kahrs, H. Rucker, and . Choset, Continuum Robots for Medical Applications: A Survey, IEEE Transactions on Robotics, vol.31, issue.6, pp.311261-1280, 2015.
DOI : 10.1109/TRO.2015.2489500

. Blh-+-16-]-m, C. Boushaki, B. Liu, V. Herman, M. Trevillot et al., Optimization of concentric-tube robot design for deep anterior brain tumor surgery, 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV), pp.1-6, 2016.

]. C. Blryb15, F. Burrows, F. Liu, H. Rodriguez-y-baena, J. Courtecuisse et al., Smooth online path planning for needle steering with non-linear constraints Real-time simulation of contact and cutting of heterogeneous soft-tissues, Intelligent Robots and Systems (IROS), pp.2653-2658394, 2014.

N. Chentanez, R. Alterovitz, D. Ritchie, L. Cho, K. K. Hauser et al., Interactive simulation of surgical needle insertion and steering, ACM Trans. Graph, vol.2888, issue.3, pp.1-8810, 2009.

S. [. Chaumette and . Hutchinson, Visual servo control. i. basic approaches. Robotics Automation Magazine, IEEE, vol.13, issue.4, pp.82-90, 2006.
URL : https://hal.archives-ouvertes.fr/inria-00350283

]. S. Chi97 and . Chiaverini, Singularity-robust task-priority redundancy resolution for real-time kinematic control of robot manipulators Robotics and Automation, IEEE Transactions on, vol.13, issue.3, pp.398-410, 1997.

D. [. Chapman, A. R. Johnson, and . Bodenham, Visualisation of needle position using ultrasonography, Anaesthesia, vol.151, issue.2, pp.61148-158, 2006.
DOI : 10.1197/S1069-6563(03)00534-7

]. J. Ckb16a, A. Chevrie, M. Krupa, and . Babel, Needle steering fusing direct base manipulation and tip-based control, 2016 IEEE International Conference on Robotics and Automation (ICRA), pp.4450-4455, 2016.

]. J. Ckb16b, A. Chevrie, M. Krupa, and . Babel, Online prediction of needle shape deformation in moving soft tissues from visual feedback, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp.2375-2380, 2016.

A. [. Chatelain, M. Krupa, and . Marchal, Real-time needle detection and tracking using a visually servoed 3D ultrasound probe, 2013 IEEE International Conference on Robotics and Automation, pp.1676-1681, 2013.
DOI : 10.1109/ICRA.2013.6630795
URL : https://hal.archives-ouvertes.fr/hal-00821231

A. [. Chatelain, N. Krupa, and . Navab, 3d ultrasoundguided robotic steering of a flexible needle via visual servoing, Robotics and Automation (ICRA), 2015 IEEE International Conference on, pp.2250-2255, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01121224

A. [. Chatelain, N. Krupa, and . Navab, Confidence-driven control of an ultrasound probe: Target-specific acoustic window optimization, 2016 IEEE International Conference on Robotics and Automation (ICRA), pp.3441-3446, 2016.
DOI : 10.1109/ICRA.2016.7487522
URL : https://hal.archives-ouvertes.fr/hal-01274748

. B. Cmc-+-08-]-d, C. F. Camarillo, C. R. Milne, M. R. Carlson, J. K. Zinn et al., Mechanics modeling of tendon-driven continuum manipulators, Trans. Rob, vol.24, issue.6, pp.1262-1273, 2008.

K. [. Chikhaoui, N. Rabenorosoa, and . Andreff, Kinematics and performance analysis of a novel concentric tube robotic structure with embedded soft micro-actuation. Mechanism and Machine Theory, pp.234-254, 2016.

N. J. Chevrie, M. Shahriari, A. Babel, S. Krupa, and . Misra, Flexible Needle Steering in Moving Biological Tissue with Motion Compensation using Ultrasound and Force Feedback, IEEE Robotics and Automation Letters, 2018.
DOI : 10.1109/LRA.2018.2809484
URL : https://hal.archives-ouvertes.fr/hal-01717915

. Kim, Vision-based variable impedance control with oscillation observer for respiratory motion compensation during robotic needle insertion: a preliminary test, The International Journal of Medical Robotics and Computer Assisted Surgery, vol.11, issue.4, pp.502-511

C. Duriez, C. Guébert, M. Marchal, S. Cotin, and L. Grisoni, Interactive Simulation of Flexible Needle Insertions Based on Constraint Models, Medical Image Computing and Computer- Assisted Intervention ? MICCAI 2009, pp.291-299, 2009.
DOI : 10.1007/978-3-642-04271-3_36
URL : https://hal.archives-ouvertes.fr/inria-00540334

J. [. Dupont, B. Lock, E. Itkowitz, and . Butler, Design and Control of Concentric-Tube Robots, IEEE Transactions on Robotics, vol.26, issue.2, pp.209-225, 2010.
DOI : 10.1109/TRO.2009.2035740

S. [. Dimaio and . Salcudean, Needle insertion modeling and simulation. Robotics and Automation, IEEE Transactions on, vol.19, issue.5, pp.864-875, 2003.

]. S. Ds05a, S. E. Dimaio, and . Salcudean, Interactive simulation of needle insertion models, Biomedical Engineering IEEE Transactions on, vol.52, issue.7, pp.1167-1179, 2005.

]. S. Ds05b, S. E. Dimaio, and . Salcudean, Needle steering and motion planning in soft tissues, Biomedical Engineering IEEE Transactions on, vol.52, issue.6, pp.965-974, 2005.

I. [. Deo and . Walker, Overview of damped least-squares methods for inverse kinematics of robot manipulators, Journal of Intelligent & Robotic Systems, vol.10, issue.2, pp.43-68, 1995.
DOI : 10.1007/BF01254007

. Dxa-+-10-]-v, J. Duindam, R. Xu, S. Alterovitz, K. Sastry et al., Three-dimensional motion planning algorithms for steerable needles using inverse kinematics, The International Journal of Robotics Research, vol.29, issue.7, pp.789-800, 2010.

N. [. Dorileo, P. Zemiti, and . Poignet, Needle deflection prediction using adaptive slope model, 2015 International Conference on Advanced Robotics (ICAR), pp.60-65, 2015.
DOI : 10.1109/ICAR.2015.7251434
URL : https://hal.archives-ouvertes.fr/lirmm-01275351

F. [. Espiau, P. Chaumette, and . Rives, A new approach to visual servoing in robotics, IEEE Transactions on Robotics and Automation, vol.8, issue.3, pp.313-326, 1992.
DOI : 10.1109/70.143350

. J. Egh-+-13-]-a, P. W. Epstein, M. O. Groeneveld, F. Harhay, D. Yang et al., Impact of minimally invasive surgery on medical spending and employee absenteeism, JAMA Surgery, vol.148, issue.7, pp.641-647, 2013.

]. L. Eld82 and . Eldén, A weighted pseudoinverse, generalized singular values, and constrained least squares problems, BIT Numerical Mathematics, vol.22, issue.4, pp.487-502, 1982.

G. [. Engh, D. Podnar, C. N. Kondziolka, and . Riviere, Toward Effective Needle Steering in Brain Tissue, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society, pp.559-562, 2006.
DOI : 10.1109/IEMBS.2006.260167

D. [. Friedland and . Adam, Automatic ventricular cavity boundary detection from sequential ultrasound images using simulated annealing, IEEE Transactions on Medical Imaging, vol.8, issue.4, pp.344-353, 1989.
DOI : 10.1109/42.41487

P. [. Flaishon, H. Ekstein, A. A. Matzkin, and . Weinbroum, An Evaluation of General and Spinal Anesthesia Techniques for Prostate Brachytherapy in a Day Surgery Setting, Anesthesia & Analgesia, vol.101, issue.6, pp.1656-1658, 2005.
DOI : 10.1213/01.ANE.0000184205.43759.55

]. B. Fkr-+-15, M. Fallahi, C. Khadem, R. Rossa, N. Sloboda et al., Extended bicycle model for needle steering in soft tissue, Intelligent Robots and Systems (IROS) IEEE/RSJ International Conference on, pp.4375-4380, 2015.

]. B. Frs-+-16, C. Fallahi, R. S. Rossa, N. Sloboda, M. Usmani et al., Sliding-based switching control for imageguided needle steering in soft tissue, IEEE Robotics and Automation Letters, vol.1, issue.2, pp.860-867, 2016.

. D. Gbs-+-01-]-p, J. C. Grimm, J. E. Blasko, R. M. Sylvester, W. Meier et al., 10-year biochemical (prostate-specific antigen ) control of prostate cancer with ¹²⁵i brachytherapy, International Journal of Radiation Oncology Biology Physics, vol.51, issue.1, pp.31-40, 2001.

D. [. Gassert, H. Chapuis, E. Bleuler, and . Burdet, Sensors for Applications in Magnetic Resonance Environments, IEEE/ASME Transactions on Mechatronics, vol.13, issue.3
DOI : 10.1109/TMECH.2008.924113

E. [. Goksel, S. E. Dehghan, and . Salcudean, Modeling and simulation of flexible needles, Medical Engineering & Physics, vol.31, issue.9, pp.311069-1078, 2009.
DOI : 10.1016/j.medengphy.2009.07.007

+. Ggdm, ]. R. Ginhoux, J. Gangloff, M. De-mathelin, L. Soler et al., Active filtering of physiological motion in robotized surgery using predictive control, IEEE Transactions on Robotics, vol.21, issue.1, pp.67-79, 2005.

]. G. Ggsea14, K. R. Gandaglia, A. Ghani, and . Sood, Effect of minimally invasive surgery on the risk for surgical site infections: Results from the national surgical quality improvement program (nsqip) database, JAMA Surgery, issue.10, pp.1491039-1044, 2014.

J. [. Grant and . Neuberger, Guidelines on the use of liver biopsy in clinical practice, Gut, vol.45, issue.Supplement 4, pp.1-11, 1999.
DOI : 10.1136/gut.45.2008.iv1

M. [. Gill and . Prausnitz, Does Needle Size Matter?, Journal of Diabetes Science and Technology, vol.5, issue.7, pp.725-729, 2007.
DOI : 10.1517/17425247.4.1.63

M. [. Glozman and . Shoham, Image-Guided Robotic Flexible Needle Steering, IEEE Transactions on Robotics, vol.23, issue.3, pp.459-467, 2007.
DOI : 10.1109/TRO.2007.898972

]. J. Gsm-+-07, S. E. Guerrero, J. A. Salcudean, B. A. Mcewen, S. Masri et al., Real-time vessel segmentation and tracking for ultrasound imaging applications, IEEE Transactions on Medical Imaging, vol.26, issue.8, pp.1079-1090, 2007.

K. [. Goksel, S. E. Sapchuk, and . Salcudean, Haptic Simulator for Prostate Brachytherapy with Simulated Needle and Probe Interaction, IEEE Transactions on Haptics, vol.4, issue.3, pp.188-198, 2011.
DOI : 10.1109/TOH.2011.34

]. K. Hac-+-09, R. Hauser, N. Alterovitz, A. M. Chentanez, K. Okamura et al., Feedback control for steering needles through 3d deformable tissue using helical paths Robotics science and systems: online proceedings, p.37, 2009.

M. [. Hungr, J. A. Baumann, J. Long, and . Troccaz, A 3-D Ultrasound Robotic Prostate Brachytherapy System With Prostate Motion Tracking, IEEE Transactions on Robotics, vol.28, issue.6, pp.1382-1397, 2012.
DOI : 10.1109/TRO.2012.2203051
URL : https://hal.archives-ouvertes.fr/hal-00712854

B. [. Horaud, O. Conio, B. Leboulleux, and . Lacolle, An analytic solution for the perspective 4-point problem, Computer Vision and Pattern Recognition Proceedings CVPR '89., IEEE Computer Society Conference on, pp.500-507, 1989.
URL : https://hal.archives-ouvertes.fr/inria-00589990

. Hgg-+-13-]-h, B. Heibel, M. Glocker, M. Groher, N. Pfister et al., Interventional tool tracking using discrete optimization, IEEE Transactions on Medical Imaging, vol.32, issue.3, pp.544-555, 2013.

K. [. Haddadi and . Hashtrudi-zaad, Development of a dynamic model for bevel-tip flexible needle insertion into soft tissues, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.7478-7482, 2011.
DOI : 10.1109/IEMBS.2011.6091845

F. [. Hauberg, K. S. Lauze, and . Pedersen, Unscented Kalman Filtering on Riemannian Manifolds, Journal of Mathematical Imaging and Vision, vol.14, issue.1, pp.103-120, 2013.
DOI : 10.1137/0714039

B. J. Harris, N. R. Miller, J. C. Bamber, J. R. Symonds-tayler, and P. M. Evans, Speckle tracking in a phantom and feature-based tracking in liver in the presence of respiratory motion using 4D ultrasound, Physics in Medicine and Biology, vol.55, issue.12, p.553363, 2010.
DOI : 10.1088/0031-9155/55/12/007

G. [. Hatt, V. Ng, and . Parthasarathy, Enhanced needle localization in ultrasound using beam steering and learning-based segmentation. Computerized Medical Imaging and Graphics, 2014.

]. G. Hou73 and . Hounsfield, Computerized transverse axial scanning (tomography): Part 1. description of system, The British Journal of Radiology, vol.46, issue.552, pp.1016-1022, 1973.

I. [. Hamzé, S. Peterlík, C. Cotin, and . Essert, Preoperative trajectory planning for percutaneous procedures in deformable environments, Computerized Medical Imaging and Graphics, vol.47, issue.10, pp.16-28
DOI : 10.1016/j.compmedimag.2015.10.002

Z. [. Huang and . Zeng, A Review on Real-Time 3D Ultrasound Imaging Technology, BioMed Research International, vol.15, issue.2, pp.6027029-28459067, 2017.
DOI : 10.1016/s0041-624x(02)00103-8

B. [. Joinié-maurin, J. Bayle, and . Gangloff, Force feedback teleoperation with periodical disturbance compensation, 2011 IEEE International Conference on Robotics and Automation, pp.4828-4833, 2011.
DOI : 10.1109/ICRA.2011.5980496

J. [. Julier and . Uhlmann, New extension of the Kalman filter to nonlinear systems, Signal Processing, Sensor Fusion, and Target Recognition VI, pp.182-193, 1997.
DOI : 10.1117/12.280797

K. [. Khan, J. Andersson, and . Wikander, Jacobian Matrix Normalization - A Comparison of Different Approaches in the Context of Multi-Objective Optimization of 6-DOF Haptic Devices, Journal of Intelligent & Robotic Systems, vol.40, issue.5, pp.87-100, 2015.
DOI : 10.1109/ICEC.1995.489161

O. [. Kaya and . Bebek, Needle localization using Gabor filtering in 2D ultrasound images, 2014 IEEE International Conference on Robotics and Automation (ICRA), pp.4881-4886, 2014.
DOI : 10.1109/ICRA.2014.6907574

N. [. Kallem and . Cowan, Image Guidance of Flexible Tip-Steerable Needles, IEEE Transactions on Robotics, vol.25, issue.1, pp.191-196, 2009.
DOI : 10.1109/TRO.2008.2010357

G. [. Krupa, G. D. Fichtinger, and . Hager, Real-Time Tissue Tracking with B-Mode Ultrasound Using Speckle and Visual Servoing, pp.1-8, 2007.
DOI : 10.1007/978-3-540-75759-7_1
URL : https://hal.archives-ouvertes.fr/inria-00350653

G. [. Krupa, G. D. Fichtinger, and . Hager, Real-time Motion Stabilization with B-mode Ultrasound Using Image Speckle Information and Visual Servoing, The International Journal of Robotics Research, vol.28, issue.10, pp.1334-1354, 2009.
DOI : 10.1016/S0301-5629(99)00162-3
URL : https://hal.archives-ouvertes.fr/inria-00436745

. Kfr-+-15-]-m, B. Khadem, C. Fallahi, R. S. Rossa, N. Sloboda et al., A mechanics-based model for simulation and control of flexible needle insertion in soft tissue, Robotics and Automation (ICRA), 2015 IEEE International Conference on, pp.2264-2269, 2015.

]. S. Kfryb11, L. Ko, F. Frasson, . Rodriguez, and . Baena, Closedloop planar motion control of a steerable probe with a "programmable bevel"; inspired by nature, Robotics, IEEE Transactions on, vol.27, issue.5, pp.970-983, 2011.

]. N. Kpm-+-14, O. Kumar, L. Piccin, L. Meylheuc, B. Barbe et al., Design, development and preliminary assessment of a force sensor for robotized medical applications, Advanced Intelligent Mechatronics (AIM) Conference on, pp.1368-1374, 2014.

]. A. Kru14 and . Krupa, A new duty-cycling approach for 3d needle steering allowing the use of the classical visual servoing framework for targeting tasks, 5th IEEE RAS, pp.301-307, 2014.

. Kru-+-16-]-m, C. Khadem, N. Rossa, R. S. Usmani, M. Sloboda et al., A two-body rigid/flexible model of needle steering dynamics in soft tissue, IEEE/ASME Transactions on Mechatronics, issue.99, pp.1-1, 2016.

E. [. Kaya, A. Senel, O. Ahmad, and . Bebek, Visual tracking of biopsy needles in 2D ultrasound images, 2016 IEEE International Conference on Robotics and Automation (ICRA), pp.4386-4391, 2016.
DOI : 10.1109/ICRA.2016.7487637

D. [. Kaye, M. Stoianovici, and . Han, Robotic ultrasound and needle guidance for prostate cancer management, Current Opinion in Urology, vol.24, issue.1, pp.75-80, 2014.
DOI : 10.1097/MOU.0000000000000011

J. [. Kim, H. R. Seo, K. G. Kim, and . Kim, Impedance and admittance control for respiratory-motion compensation during robotic needle insertion - a preliminary test, The International Journal of Medical Robotics and Computer Assisted Surgery, vol.114, issue.4, pp.2016-2032
DOI : 10.1115/1.2897725

]. P. Lau73 and . Lauterbur, Image formation by induced local interactions: Examples employing nuclear magnetic resonance, Nature, vol.242, issue.5394, pp.190-191, 1973.

L. [. Lencioni, M. C. Crocetti, D. Pina, and . Cioni, Percutaneous image-guided radiofrequency ablation of liver tumors, Abdominal Imaging, vol.66, issue.5, pp.547-556, 2009.
DOI : 10.2214/ajr.181.3.1810695

J. [. Lavalle, . Jr, and . Kuffner, Randomized kinodynamic planning, Robotics and Automation Proceedings . 1999 IEEE International Conference on, pp.473-479, 1999.

A. [. Lee and . Krupa, Intensity-based visual servoing for non-rigid motion compensation of soft tissue structures due to physiological motion using 4D ultrasound, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp.2831-2836, 2011.
DOI : 10.1109/IROS.2011.6094953
URL : https://hal.archives-ouvertes.fr/hal-00639687

. Lkb-+-17-]-g, T. Litjens, B. E. Kooi, A. A. Bejnordi, F. Setio et al., A survey on deep learning in medical image analysis, 2017.

W. [. Lee and . Park, A probability-based path planning method using fuzzy logic, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, pp.2978-2984, 2014.
DOI : 10.1109/IROS.2014.6942973

M. [. Moreira, S. Abayazid, and . Misra, Towards physiological motion compensation for flexible needle interventions, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp.831-836, 2015.
DOI : 10.1109/IROS.2015.7353468

F. [. Mansard and . Chaumette, Task Sequencing for High-Level Sensor-Based Control, IEEE Transactions on Robotics, vol.23, issue.1, pp.60-72, 2007.
DOI : 10.1109/TRO.2006.889487

F. [. Marey and . Chaumette, A new large projection operator for the redundancy framework, 2010 IEEE International Conference on Robotics and Automation, pp.3727-3732, 2010.
DOI : 10.1109/ROBOT.2010.5509189
URL : https://hal.archives-ouvertes.fr/inria-00544789

. Mdg-+-05-]-b, C. Maurin, J. Doignon, B. Gangloff, M. Bayle et al., Ctbot: A stereotactic-guided robotic assistant for percutaneous procedures of the abdomen, Proc. SPIE Medical Imaging, pp.241-250, 2005.

J. [. Minhas, M. M. Engh, C. N. Fenske, and . Riviere, Modeling of Needle Steering via Duty-Cycled Spinning, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.2756-2759, 2007.
DOI : 10.1109/IEMBS.2007.4352899

B. Maurin, J. Gangloff, B. Bayle, M. De-mathelin, O. Piccin et al., A Parallel Robotic System with Force Sensors for Percutaneous Procedures Under CT-Guidance, pp.176-183, 2004.
DOI : 10.1007/978-3-540-30136-3_23

K. [. Mathiassen, O. J. Glette, and . Elle, Visual servoing of a medical ultrasound probe for needle insertion, 2016 IEEE International Conference on Robotics and Automation (ICRA), pp.3426-3433, 2016.
DOI : 10.1109/ICRA.2016.7487520

]. A. Mmvv-+-12, S. P. Majewicz, M. G. Marra, M. Van-vledder, M. A. Lin et al., Behavior of tipsteerable needles in ex vivo and in vivo tissue, Biomedical Engineering IEEE Transactions on, issue.10, pp.592705-2715, 2012.

S. [. Moreira, R. Patil, S. Alterovitz, and . Misra, Needle steering in biological tissue using ultrasound-based online curvature estimation, 2014 IEEE International Conference on Robotics and Automation (ICRA), pp.4368-4373, 2014.
DOI : 10.1109/ICRA.2014.6907495

[. Mignon, P. Poignet, and J. Troccaz, Using rotation for steerable needle detection in 3D color-Doppler ultrasound images, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.1544-1547, 2015.
DOI : 10.1109/EMBC.2015.7318666
URL : https://hal.archives-ouvertes.fr/hal-01218787

[. Mignon, P. Poignet, and J. Troccaz, Beveled-tip needlesteering using 3d ultrasound, mechanical-based kalman filter and curvilinear roi prediction, 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV), pp.1-6, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01455325

S. Misra, K. B. Reed, A. S. Douglas, K. T. Ramesh, and A. M. Okamura, Needle-tissue interaction forces for bevel-tip steerable needles, 2008 2nd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics, pp.224-231, 2008.
DOI : 10.1109/BIOROB.2008.4762872

]. S. Mrs-+-09, K. B. Misra, B. W. Reed, K. T. Schafer, A. M. Ramesh et al., Observations and models for needle-tissue interactions, Robotics and Automation, 2009. ICRA '09. IEEE International Conference on, pp.2687-2692, 2009.

]. S. Mrs-+-10, K. B. Misra, B. W. Reed, K. T. Schafer, A. M. Ramesh et al., Mechanics of flexible needles robotically steered through soft tissue, The International Journal of Robotics Research, 2010.

F. [. Marchand, F. Spindler, and . Chaumette, ViSP for visual servoing: a generic software platform with a wide class of robot control skills, IEEE Robotics & Automation Magazine, vol.12, issue.4, pp.40-52, 2005.
DOI : 10.1109/MRA.2005.1577023
URL : https://hal.archives-ouvertes.fr/inria-00351899

N. [. Mallapragada, T. K. Sarkar, and . Podder, Robot-Assisted Real-Time Tumor Manipulation for Breast Biopsy, IEEE Transactions on Robotics, vol.25, issue.2, pp.316-324, 2009.
DOI : 10.1109/TRO.2008.2011418

J. [. Majewicz, A. A. Siegel, A. M. Stanley, and . Okamura, Design and evaluation of duty-cycling steering algorithms for robotically-driven steerable needles, 2014 IEEE International Conference on Robotics and Automation (ICRA), pp.5883-5888, 2014.
DOI : 10.1109/ICRA.2014.6907725

H. [. Marchand, F. Uchiyama, and . Spindler, Pose Estimation for Augmented Reality: A Hands-On Survey, IEEE Transactions on Visualization and Computer Graphics, vol.22, issue.12, pp.2633-2651, 2016.
DOI : 10.1109/TVCG.2015.2513408
URL : https://hal.archives-ouvertes.fr/hal-01246370

+. Mvdsk, ]. P. Moreira, G. Van-de-steeg, T. Krabben, J. Zandman et al., The miriam robot: A novel robotic system for mr-guided needle insertion in the prostate, Journal of Medical Robotics Research, vol.2, issue.3, p.1750006, 2017.

]. P. Moreira, G. Van-de-steeg, F. Van-der-heijden, J. J. Futterer, and S. Misra, A preliminary evaluation of a flexible needle steering algorithm using magnetic resonance images as feedback, 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, pp.314-319, 2014.
DOI : 10.1109/BIOROB.2014.6913795

T. [. Majewicz, K. B. Wedlick, A. M. Reed, and . Okamura, Evaluation of robotic needle steering in ex vivo tissue, 2010 IEEE International Conference on Robotics and Automation, pp.2068-2073, 2010.
DOI : 10.1109/ROBOT.2010.5509873

N. [. Moreira, C. Zemiti, P. Liu, and . Poignet, Viscoelastic model based force control for soft tissue interaction and its application in physiological motion compensation, Computer Methods and Programs in Biomedicine, vol.116, issue.2, pp.52-67, 2014.
DOI : 10.1016/j.cmpb.2014.01.017
URL : https://hal.archives-ouvertes.fr/lirmm-00940940

R. [. Neshat and . Patel, Real-time parametric curved needle segmentation in 3D ultrasound images, 2008 2nd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics, pp.670-675, 2008.
DOI : 10.1109/BIOROB.2008.4762877

M. [. Neubach and . Shoham, Ultrasound-Guided Robot for Flexible Needle Steering, IEEE Transactions on Biomedical Engineering, vol.57, issue.4, pp.799-805, 2010.
DOI : 10.1109/TBME.2009.2030169

]. M. Odgryb13, D. Oldfield, G. Dini, F. Giordano, . Rodriguez et al., Detailed finite element modelling of deep needle insertions into a soft tissue phantom using a cohesive approach, Computer Methods in Biomechanics and Biomedical Engineering, vol.16, issue.5, pp.530-543, 2013.

]. S. Oec-+-05, R. Okazawa, J. Ebrahimi, S. E. Chuang, R. Salcudean et al., Hand-held steerable needle device, Mechatronics , IEEE/ASME Transactions on, vol.10, issue.3, pp.285-296, 2005.

. H. Oec-+-06-]-s, R. Okazawa, J. Ebrahimi, R. N. Chuang, S. E. Rohling et al., Methods for segmenting curved needles in ultrasound images, Medical Image Analysis, vol.10, issue.3, p.330

C. [. Okamura, M. D. Simone, and . Leary, Force Modeling for Needle Insertion Into Soft Tissue, IEEE Transactions on Biomedical Engineering, vol.51, issue.10, pp.511707-1716, 2004.
DOI : 10.1109/TBME.2004.831542

]. N. Ots79 and . Otsu, A threshold selection method from gray-level histograms, IEEE Transactions on Systems, Man, and Cybernetics, vol.9, issue.1, pp.62-66, 1979.

R. [. Patil and . Alterovitz, Interactive motion planning for steerable needles in 3D environments with obstacles, 2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics, pp.893-899, 2010.
DOI : 10.1109/BIOROB.2010.5625965

. Pbb-+-09-]-o, L. Piccin, B. Barbé, M. Bayle, A. De-mathelin et al., A force feedback teleoperated needle insertion device for percutaneous procedures, The International Journal of Robotics Research, vol.28, issue.9, pp.1154-1168, 2009.

J. [. Patil, R. J. Burgner, R. Webster, and . Alterovitz, Needle Steering in 3-D Via Rapid Replanning, IEEE Transactions on Robotics, vol.30, issue.4, pp.853-864, 2014.
DOI : 10.1109/TRO.2014.2307633

. L. Ped-+-10-]-y, S. Park, B. Elayaperumal, C. R. Daniel, S. Seok et al., Real-time estimation of 3-d needle shape and deflection for mri-guided interventions, Mechatronics, IEEE/ASME Transactions on, issue.6, pp.15906-915, 2010.

]. R. Pen55 and . Penrose, A generalized inverse for matrices, Mathematical Proceedings of the Cambridge Philosophical Society, vol.51, issue.3, pp.406-413, 1955.

W. Park, J. S. Kim, Y. Zhou, N. J. Cowan, A. M. Okamura et al., Diffusion-based motion planning for a nonholonomic flexible needle model, Robotics and Automation, 2005. ICRA 2005. Proceedings of the 2005 IEEE International Conference on, pp.4600-4605, 2005.

]. S. Pvdba11, J. Patil, . Van-den, R. Berg, and . Alterovitz, Motion planning under uncertainty in highly deformable environments, Robotics: Science and Systems VII, 2011.

N. A. Patel, T. Van-katwijk, G. Li, P. Moreira, W. Shang et al., Closed-loop asymmetric-tip needle steering under continuous intraoperative MRI guidance, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.4869-4874, 2015.
DOI : 10.1109/EMBC.2015.7319484

A. Pourtaherian, S. Zinger, P. H. De-with, H. H. Korsten, and N. Mihajlovic, Gabor-based needle detection and tracking in three-dimensional ultrasound data volumes, 2014 IEEE International Conference on Image Processing (ICIP), pp.3602-3606, 2014.
DOI : 10.1109/ICIP.2014.7025731

M. [. Roesthuis, S. Abayazid, and . Misra, Mechanicsbased model for predicting in-plane needle deflection with multiple bends, Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS EMBS International Conference on, pp.69-74, 2012.

. C. Rdg-+-13-]-d, J. Rucker, H. B. Das, P. J. Gilbert, M. Swaney et al., Sliding mode control of steerable needles, Robotics IEEE Transactions on, vol.29, issue.5, pp.1289-1299, 2013.

A. [. Rocha and . Geraldes, Flexible needles detection in ultrasound images using a multi-layer perceptron network, 5th ISSNIP-IEEE Biosignals and Biorobotics Conference (2014): Biosignals and Robotics for Better and Safer Living (BRC), pp.5-6, 2014.
DOI : 10.1109/BRC.2014.6880999

. B. Rka-+-08-]-k, V. Reed, R. Kallem, K. Alterovitz, A. M. Goldberg et al., Integrated planning and imageguided control for planar needle steering, Biomedical Robotics and Biomechatronics, pp.819-824, 2008.

. B. Rmk-+-11-]-k, A. Reed, V. Majewicz, R. Kallem, K. Alterovitz et al., Robotassisted needle steering, Robotics Automation Magazine, vol.18, issue.4, pp.35-46, 2011.

A. [. Reed, N. J. Okamura, and . Cowan, Modeling and Control of Needles With Torsional Friction, IEEE Transactions on Biomedical Engineering, vol.56, issue.12, pp.2905-2916, 2009.
DOI : 10.1109/TBME.2009.2029240

P. [. Reusz, J. Sarkany, A. Gal, and . Csomos, Needle-related ultrasound artifacts and their importance in anaesthetic practice, British Journal of Anaesthesia, vol.112, issue.5, pp.794-802, 2014.
DOI : 10.1093/bja/aet585
URL : https://academic.oup.com/bja/article-pdf/112/5/794/763108/aet585.pdf

]. R. Rvdbvddm15, N. J. Roesthuis, J. J. Van-de-berg, S. Van-den-dobbelsteen, and . Misra, Modeling and steering of a novel actuatedtip needle through a soft-tissue simulant using fiber bragg grating sensors, Robotics and Automation (ICRA), 2015 IEEE International Conference on, pp.2283-2289, 2015.

R. [. Sun and . Alterovitz, Motion planning under uncertainty for medical needle steering using optimization in belief space, pp.1775-1781, 2014.

F. [. Seifabadi, I. Aalamifar, G. Iordachita, and . Fichtinger, Toward teleoperated needle steering under continuous MRI guidance for prostate percutaneous interventions, The International Journal of Medical Robotics and Computer Assisted Surgery, vol.12, issue.1, pp.355-369, 2016.
DOI : 10.1186/1532-429X-12-39

]. A. Sba-+-09, P. F. Sodickson, K. P. Baeyens, L. M. Andriole, R. D. Prevedello et al., Recurrent ct, cumulative radiation exposure, and associated radiation-induced cancer risks from ct of adults, Radiology, vol.251, issue.1, pp.175-184, 2009.

J. [. Swaney, H. B. Burgner, R. J. Gilbert, and . Webster, A Flexure-Based Steerable Needle: High Curvature With Reduced Tissue Damage, IEEE Transactions on Biomedical Engineering, vol.60, issue.4, pp.906-909, 2013.
DOI : 10.1109/TBME.2012.2230001
URL : http://europepmc.org/articles/pmc3867207?pdf=render

. E. Sci-+-12-]-s, N. B. Song, I. I. Cho, P. Iordachita, G. Guion et al., Biopsy needle artifact localization in mriguided robotic transrectal prostate intervention, IEEE Transactions on Biomedical Engineering, issue.7, pp.591902-1911, 2012.

B. [. Samson, M. L. Espiau, and . Borgne, Robot Control: The Task Function Approach, 1991.

]. S. Sgs-+-16, E. Shellikeri, R. Girard, J. Setser, A. M. Bao et al., Metal artefact reduction algorithm for correction of bone BIBLIOGRAPHY biopsy needle artefact in paediatric c-arm ct images: a qualitative and quantitative assessment, Clinical Radiology, vol.71, issue.9, pp.925-931, 2016.

E. [. Shahriari, M. Hekman, S. Oudkerk, and . Misra, Design and evaluation of a computed tomography (CT)-compatible needle insertion device using an electromagnetic tracking system and CT images, International Journal of Computer Assisted Radiology and Surgery, vol.20, issue.1, pp.1845-1852, 2015.
DOI : 10.1109/42.932749

N. Shahriari, W. Heerink, T. Van-katwijk, E. Hekman, M. Oudkerk et al., Computed tomography (CT)-compatible remote center of motion needle steering robot: Fusing CT images and electromagnetic sensor data, Medical Engineering & Physics, vol.45, pp.71-77, 2017.
DOI : 10.1016/j.medengphy.2017.04.009

M. [. Swensen, A. M. Lin, N. J. Okamura, and . Cowan, Torsional Dynamics of Steerable Needles: Modeling and Fluoroscopic Guidance, IEEE Transactions on Biomedical Engineering, vol.61, issue.11, pp.612707-2717, 2014.
DOI : 10.1109/TBME.2014.2326161

. J. Smr-+-15-]-p, A. W. Swaney, A. A. Mahoney, E. Remirez, B. I. Lamers et al., Tendons, concentric tubes, and a bevel tip: Three steerable robots in one transoral lung access system, Robotics and Automation (ICRA), 2015 IEEE International Conference on, pp.5378-5383, 2015.

. B. Spb-+-02-]-s, A. Solomon, M. E. Patriciu, L. R. Bohlman, D. Kavoussi et al., Robotically driven interventions: A method of using ct fluoroscopy without radiation exposure to the physician, Radiology, vol.225, issue.1, pp.277-282, 2002.

N. Shahriari, R. J. Roesthuis, N. J. Van-de-berg, J. J. Van-den-dobbelsteen, and S. Misra, Steering an actuatedtip needle in biological tissue: Fusing fbg-sensor data and ultrasound images, 2016 IEEE International Conference on Robotics and Automation (ICRA), pp.4443-4449, 2016.

J. [. Siciliano and . Slotine, A general framework for managing multiple tasks in highly redundant robotic systems, Fifth International Conference on Advanced Robotics 'Robots in Unstructured Environments, pp.1211-1216, 1991.
DOI : 10.1109/ICAR.1991.240390

B. Seifabadi, S. E. Song, A. Krieger, N. Cho, J. Tokuda et al., Robotic system for MRI-guided prostate biopsy: feasibility of teleoperated needle insertion and ex vivo phantom study, International Journal of Computer Assisted Radiology and Surgery, vol.7, issue.8, pp.181-190, 2012.
DOI : 10.1016/j.eursup.2007.09.001

. Tha-+-09-]-m, K. Torabi, R. Hauser, V. Alterovitz, K. Duindam et al., Guiding medical needles using single-point tissue manipulation, ICRA '09. IEEE International Conference on, pp.2705-2710, 2009.

D. [. Taylor and . Stoianovici, Medical robotics in computer-integrated surgery, IEEE Transactions on Robotics and Automation, vol.19, issue.5, pp.765-781, 2003.
DOI : 10.1109/TRA.2003.817058

]. D. Tsj-+-13, S. Tenbrinck, X. Schmid, K. Jiang, J. Schäfers et al., Histogram-based optical flow for motion estimation in ultrasound imaging, Journal of Mathematical Imaging and Vision, vol.47, issue.1, pp.138-150, 2013.

T. [. Tang and . Wan, Constraint-Based Soft Tissue Simulation for Virtual Surgical Training, IEEE Transactions on Biomedical Engineering, vol.61, issue.11, pp.612698-2706, 2014.
DOI : 10.1109/TBME.2014.2326009

J. [. Uher?ík, H. Kybic, C. Liebgott, and . Cachard, Model Fitting Using RANSAC for Surgical Tool Localization in 3-D Ultrasound Images, IEEE Transactions on Biomedical Engineering, vol.57, issue.8, pp.1907-1916, 2010.
DOI : 10.1109/TBME.2010.2046416

G. J. Vrooijink, M. Abayazid, S. Patil, R. Alterovitz, and S. Misra, Needle path planning and steering in a three-dimensional non-static environment using two-dimensional ultrasound images, The International Journal of Robotics Research, vol.37, issue.5, pp.1361-1374, 2014.
DOI : 10.1177/0278364910368147

. J. Vdbdjvg-+-17-]-n, T. L. Van-de-berg, D. J. De-jong, J. Van-gerwen, and J. J. Dankelman, Van Den Dobbelsteen. The influence of tip shape on bending force during needle insertion, 2017.

+. Vdbpa, ]. J. Van-den-berg, S. Patil, R. Alterovitz, P. Abbeel et al., Lqg-based planning, sensing, and control of steerable needles, Algorithmic Foundations of Robotics IX, pp.373-389, 2011.

]. N. Van-de-berg, D. Van-gerwen, J. Dankelman, and J. Van-den-dobbelsteen, Design Choices in Needle Steering???A Review, IEEE/ASME Transactions on Mechatronics, vol.20, issue.5, p.2014
DOI : 10.1109/TMECH.2014.2365999

R. Van-der-merwe, N. De-freitas, A. Doucet, and E. Wan, The unscented particle filter, 2000.

]. I. Wal13 and . Walker, Robot strings: Long, thin continuum robots, 2013 IEEE Aerospace Conference, pp.1-12, 2013.

]. P. Wel75 and . Wells, Absorption and dispersion of ultrasound in biological tissue, Ultrasound in medicine & biology, vol.1, issue.4, pp.369-376, 1975.

. Wikc-+-06-]-r, I. Webster, J. Kim, N. Cowan, G. Chirikjian et al., Nonholonomic modeling of needle steering, The International Journal of Robotics Research, vol.25, pp.5-6509, 2006.

B. [. Webster and . Jones, Design and Kinematic Modeling of Constant Curvature Continuum Robots: A Review, The International Journal of Robotics Research, vol.54, issue.494, 2010.
DOI : 10.1109/TRO.2008.924266

C. [. Wood, C. N. Lehocky, and . Riviere, Algorithm for three-dimensional control of needle steering via duty-cycled rotation, 2013 IEEE International Conference on Mechatronics (ICM), pp.237-241, 2013.
DOI : 10.1109/ICMECH.2013.6518542

X. [. Wang, J. Li, D. Zheng, and . Sun, Mechanics-based modeling of needle insertion into soft tissue, Advanced Intelligent Mechatronics (AIM), 2013 IEEE/ASME International Conference on, pp.38-43, 2013.

J. [. Webster, A. M. Memisevic, and . Okamura, Design Considerations for Robotic Needle Steering, Proceedings of the 2005 IEEE International Conference on Robotics and Automation, pp.3588-3594, 2005.
DOI : 10.1109/ROBOT.2005.1570666

J. [. Wild and . Reid, Application of Echo-Ranging Techniques to the Determination of Structure of Biological Tissues, Science, vol.115, issue.2983, pp.226-230, 1952.
DOI : 10.1126/science.115.2983.226

J. [. Webster, N. J. Romano, and . Cowan, Mechanics of Precurved-Tube Continuum Robots, IEEE Transactions on Robotics, vol.25, issue.1, pp.67-78, 2009.
DOI : 10.1109/TRO.2008.2006868

. Wrs-+-16-]-m, C. Waine, R. Rossa, N. Sloboda, M. Usmani et al., Needle tracking and deflection prediction for robot-assisted needle insertion using 2d ultrasound images, Journal of Medical Robotics Research, issue.01, p.11640001, 2016.

R. [. Wan and . Van-der-merwe, The unscented Kalman filter for nonlinear estimation, Proceedings of the IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium (Cat. No.00EX373), pp.153-158, 2000.
DOI : 10.1109/ASSPCC.2000.882463

]. J. Xda-+-09, V. Xu, R. Duindam, J. Alterovitz, J. A. Pouliot et al., Planning fireworks trajectories for steerable medical needles to reduce patient trauma, Intelligent Robots and Systems IROS 2009. IEEE/RSJ International Conference on, pp.4517-4522, 2009.

V. [. Xu, R. Duindam, K. Alterovitz, and . Goldberg, Motion planning for steerable needles in 3d environments with obstacles using rapidly-exploring random trees and backchaining, IEEE International Conference on, pp.41-46, 2008.

]. W. Xwf-+-17, S. J. Xia, M. C. West, J. Finlay, S. Mari et al., Looking beyond the imaging plane: 3d needle tracking with a linear array ultrasound probe, 2017.

. G. Ypv-+-10-]-s, D. P. Yuen, N. V. Perrin, P. J. Vasilyev, R. D. Nido et al., Force tracking with feed-forward motion estimation for beating heart surgery, IEEE Transactions on Robotics, vol.26, issue.5, pp.888-896, 2010.

K. G. Yan, T. Podder, L. Yu, T. I. Liu, C. W. Cheng et al., Flexible needle-tissue interaction modeling with depth-varying mean parameter: Preliminary study, Biomedical Engineering IEEE Transactions on, vol.56, issue.2, pp.255-262, 2009.
DOI : 10.1109/tbme.2007.896586
URL : http://jdc.jefferson.edu/cgi/viewcontent.cgi?article=1055&context=bodinejournal

T. K. Yu, Y. D. Podder, W. S. Zhang, V. Ng, J. Misic et al., Robotic system for prostate brachytherapy, Computer Aided Surgery, vol.12, issue.6, pp.366-370, 2007.
DOI : 10.1118/1.2218061

]. S. Yamaguchi, K. Tsutsui, K. Satake, S. Morikawa, Y. Shirai et al., Dynamic analysis of a needle insertion for soft materials: Arbitrary Lagrangian???Eulerian-based three-dimensional finite element analysis, Computers in Biology and Medicine, vol.53, issue.0, pp.5342-5389, 2014.
DOI : 10.1016/j.compbiomed.2014.07.012

. Zbf-+-08-]-n, I. Zemiti, C. Bricault, B. Fouard, P. Sanchez et al., Lpr: A ct and mr-compatible puncture robot to enhance accuracy and safety of image-guided interventions

]. Y. Ztk-+-13, K. Zhou, L. Thiruvalluvan, W. H. Krzeminski, Z. Moore et al., Ct-guided robotic needle biopsy of lung nodules with respiratory motion ? experimental system and preliminary test, The International Journal of Medical Robotics and Computer Assisted Surgery, vol.9, issue.3, pp.317-330, 2013.

R. Random and S. Consensus, RRT rapidly-exploring random tree, pp.73-77