Skip to main content
Erschienen in: International Journal of Computer Assisted Radiology and Surgery 3/2016

01.03.2016 | Original Article

Vision-based real-time position control of a semi-automated system for robot-assisted joint fracture surgery

verfasst von: Giulio Dagnino, Ioannis Georgilas, Payam Tarassoli, Roger Atkins, Sanja Dogramadzi

Erschienen in: International Journal of Computer Assisted Radiology and Surgery | Ausgabe 3/2016

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Joint fracture surgery quality can be improved by robotic system with high-accuracy and high-repeatability fracture fragment manipulation. A new real-time vision-based system for fragment manipulation during robot-assisted fracture surgery was developed and tested.

Methods

The control strategy was accomplished by merging fast open-loop control with vision-based control. This two-phase process is designed to eliminate the open-loop positioning errors by closing the control loop using visual feedback provided by an optical tracking system. Evaluation of the control system accuracy was performed using robot positioning trials, and fracture reduction accuracy was tested in trials on ex vivo porcine model.

Results

The system resulted in high fracture reduction reliability with a reduction accuracy of 0.09 mm (translations) and of \(0.15^{\circ }\) (rotations), maximum observed errors in the order of 0.12 mm (translations) and of \(0.18^{\circ }\) (rotations), and a reduction repeatability of 0.02 mm and \(0.03^{\circ }\).

Conclusions

The proposed vision-based system was shown to be effective and suitable for real joint fracture surgical procedures, contributing a potential improvement of their quality.
Literatur
1.
Zurück zum Zitat Finkelstein EA, Corso PS, Miller TR (2006) The incidence and economic burden of injuries in the United States. Oxford University Press, New YorkCrossRef Finkelstein EA, Corso PS, Miller TR (2006) The incidence and economic burden of injuries in the United States. Oxford University Press, New YorkCrossRef
2.
Zurück zum Zitat Hernlund E, Svedbom A, Ivergård M, Compston J, Cooper C, Stenmark J, McCloskey EV, Jönsson B, Kanis JA (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the International Osteoporosis Foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8:136. doi:10.1007/s11657-013-0136-1 Hernlund E, Svedbom A, Ivergård M, Compston J, Cooper C, Stenmark J, McCloskey EV, Jönsson B, Kanis JA (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the International Osteoporosis Foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8:136. doi:10.​1007/​s11657-013-0136-1
3.
Zurück zum Zitat Kulkarni GS (2008) Textbook of orthopaedics and trauma. Jaypee Brothers, New DelhiCrossRef Kulkarni GS (2008) Textbook of orthopaedics and trauma. Jaypee Brothers, New DelhiCrossRef
5.
Zurück zum Zitat Malizos KN, Bargiotas K, Papatheodorou L, Dimitroulias A, Karachalios T (2006) The Below-the-Ankle circular frame: a new technique for the treatment of displaced calcaneal fractures. J Foot Ankle Surg 45:295–299CrossRefPubMed Malizos KN, Bargiotas K, Papatheodorou L, Dimitroulias A, Karachalios T (2006) The Below-the-Ankle circular frame: a new technique for the treatment of displaced calcaneal fractures. J Foot Ankle Surg 45:295–299CrossRefPubMed
7.
Zurück zum Zitat Gaston P, Will EM, Keating JF (2005) Recovery of knee function following fracture of the tibial plateau. J Bone Joint Surg Br 87:1233–6CrossRefPubMed Gaston P, Will EM, Keating JF (2005) Recovery of knee function following fracture of the tibial plateau. J Bone Joint Surg Br 87:1233–6CrossRefPubMed
9.
Zurück zum Zitat Berlinger NT (2006) Robotic surgery–squeezing into tight places. N Engl J Med 354:2009–2101CrossRef Berlinger NT (2006) Robotic surgery–squeezing into tight places. N Engl J Med 354:2009–2101CrossRef
11.
Zurück zum Zitat Westphal R, Winkelbach S, Wahl F, Gösling T, Oszwald M, Hüfner T, Krettek C (2009) Robot-assisted long bone fracture reduction. Int J Robot Res 28:1259–1278CrossRef Westphal R, Winkelbach S, Wahl F, Gösling T, Oszwald M, Hüfner T, Krettek C (2009) Robot-assisted long bone fracture reduction. Int J Robot Res 28:1259–1278CrossRef
12.
Zurück zum Zitat Warisawa S, Ishizuka T, Mitsuishi M, Sugano N, Yonenobu K, Nakazawa T (2004) Development of a femur fracture reduction robot. IEEE International Conference Robot Autom. doi:10.1109/ROBOT.2004.1308896 Warisawa S, Ishizuka T, Mitsuishi M, Sugano N, Yonenobu K, Nakazawa T (2004) Development of a femur fracture reduction robot. IEEE International Conference Robot Autom. doi:10.​1109/​ROBOT.​2004.​1308896
13.
Zurück zum Zitat Wang J, Han W, Lin H (2013) Femoral fracture reduction with a parallel manipulator robot on a traction table. Int J Med Robotics Comput Assist Surg. doi:10.1002/rcs.1550 Wang J, Han W, Lin H (2013) Femoral fracture reduction with a parallel manipulator robot on a traction table. Int J Med Robotics Comput Assist Surg. doi:10.​1002/​rcs.​1550
14.
Zurück zum Zitat Tang P, Hu L, Du H, Gong M, Zhang L (2012) Novel 3D hexapod computer-assisted orthopaedic surgery system for closed diaphyseal fracture reduction. Int J Med Robot 8:17–24. doi:10.1002/rcs.417 CrossRefPubMed Tang P, Hu L, Du H, Gong M, Zhang L (2012) Novel 3D hexapod computer-assisted orthopaedic surgery system for closed diaphyseal fracture reduction. Int J Med Robot 8:17–24. doi:10.​1002/​rcs.​417 CrossRefPubMed
16.
Zurück zum Zitat Raabe D, Dogramadzi S, Atkins R (2012) Semi-automatic percutaneous reduction of intra-articular joint fractures—an initial analysis. IEEE Int Conf Robot Autom. doi:10.1109/ICRA.2012.6225076 Raabe D, Dogramadzi S, Atkins R (2012) Semi-automatic percutaneous reduction of intra-articular joint fractures—an initial analysis. IEEE Int Conf Robot Autom. doi:10.​1109/​ICRA.​2012.​6225076
17.
Zurück zum Zitat Dagnino G, Georgilas I, Tarassoli P, Atkins R, Dogramadzi S (2015) Design and real-time control of a robotic system for fracture manipulation. In: Annual Conference of the IEEE Engineering in Medicine and Biology Society-EMBC 2015. Milan Dagnino G, Georgilas I, Tarassoli P, Atkins R, Dogramadzi S (2015) Design and real-time control of a robotic system for fracture manipulation. In: Annual Conference of the IEEE Engineering in Medicine and Biology Society-EMBC 2015. Milan
18.
Zurück zum Zitat Georgilas I, Dagnino G, Tarassoli P, Atkins R, Dogramadzi S (2015) Robot-assisted system for joint fracture surgery. In: International Society for Computer-Assisted Orthopaedic Surgery Conference-CAOS 2015. Vancouver Georgilas I, Dagnino G, Tarassoli P, Atkins R, Dogramadzi S (2015) Robot-assisted system for joint fracture surgery. In: International Society for Computer-Assisted Orthopaedic Surgery Conference-CAOS 2015. Vancouver
19.
Zurück zum Zitat Knoll A, Staub C, Osa T, Bauernschmitt R (2010) Autonomous high precision positioning of surgical instruments in robot-assisted minimally invasive surgery under visual guidance. 6th Int Conf Auton Auton Syst. doi:10.1109/ICAS.2010.18 Knoll A, Staub C, Osa T, Bauernschmitt R (2010) Autonomous high precision positioning of surgical instruments in robot-assisted minimally invasive surgery under visual guidance. 6th Int Conf Auton Auton Syst. doi:10.​1109/​ICAS.​2010.​18
20.
Zurück zum Zitat Krupa A, Doignon C, de Mathelin MF, Morel G, Leroy J, Soler L, Marescaux J (2003) Autonomous 3-D positioning of surgical instruments in robotized laparoscopic surgery using visual servoing. In: IEEE Trans Robot Autom, pp 842–853 Krupa A, Doignon C, de Mathelin MF, Morel G, Leroy J, Soler L, Marescaux J (2003) Autonomous 3-D positioning of surgical instruments in robotized laparoscopic surgery using visual servoing. In: IEEE Trans Robot Autom, pp 842–853
21.
Zurück zum Zitat Krettek C, Helfet D (2009) Fracture of the distal femur. In: Skeletal Trauma: BasicScience, Management, and Reconstruction, 4th edn. Elesvier, Philadelphia Krettek C, Helfet D (2009) Fracture of the distal femur. In: Skeletal Trauma: BasicScience, Management, and Reconstruction, 4th edn. Elesvier, Philadelphia
22.
Zurück zum Zitat Marsh JL (2015) Tibial plateau fractures. In: Rockwood Greens fractures in adults, 8th edn. Wolters Kluwer, Philadelphia, pp 2303–2367 Marsh JL (2015) Tibial plateau fractures. In: Rockwood Greens fractures in adults, 8th edn. Wolters Kluwer, Philadelphia, pp 2303–2367
23.
Zurück zum Zitat Collinge CA, Wiss DA (2015) Distal femur fractures. In: Rockwood Greens fractures in adults, 8th edn. Wolters Kluwer, Philadelphia, pp 2229–2268 Collinge CA, Wiss DA (2015) Distal femur fractures. In: Rockwood Greens fractures in adults, 8th edn. Wolters Kluwer, Philadelphia, pp 2229–2268
24.
Zurück zum Zitat Dagnino G, Georgilas I, Tarassoli P, Atkins R, Dogramadzi S (2015) Force–Torque Measurement System for fracture surgery. In: International Society for Computer-Assisted Orthopaedic Surgery Conference-CAOS 2015. Vancouver Dagnino G, Georgilas I, Tarassoli P, Atkins R, Dogramadzi S (2015) Force–Torque Measurement System for fracture surgery. In: International Society for Computer-Assisted Orthopaedic Surgery Conference-CAOS 2015. Vancouver
25.
Zurück zum Zitat Georgilas I, Dagnino G, Tarassoli P, Atkins R, Dogramadzi S (2015) Preliminary analysis of Force–Torque measurements for robot-assisted fracture surgery. In: Annual Conference of the IEEE Engineering in Medicine and Biology Society-EMBC 2015. Milan Georgilas I, Dagnino G, Tarassoli P, Atkins R, Dogramadzi S (2015) Preliminary analysis of Force–Torque measurements for robot-assisted fracture surgery. In: Annual Conference of the IEEE Engineering in Medicine and Biology Society-EMBC 2015. Milan
26.
Zurück zum Zitat Merlet JP (2006) Parallel robots. Springer, Dordrecht Merlet JP (2006) Parallel robots. Springer, Dordrecht
27.
Zurück zum Zitat Faschingbauer M, Heuer HJD, Seide K, Wendlandt R, Münch M, Jürgens C, Kirchner R (2014) Accuracy of a hexapod parallel robot kinematics based external fixator. Int J Med Robot Comput Assist Surg MRCAS. doi:10.1002/rcs.1620 Faschingbauer M, Heuer HJD, Seide K, Wendlandt R, Münch M, Jürgens C, Kirchner R (2014) Accuracy of a hexapod parallel robot kinematics based external fixator. Int J Med Robot Comput Assist Surg MRCAS. doi:10.​1002/​rcs.​1620
28.
Zurück zum Zitat Mruthyunjaya TSDB (1998) The Stewart platform manipulator: a review. Mech Mach Theory 35:15–40 Mruthyunjaya TSDB (1998) The Stewart platform manipulator: a review. Mech Mach Theory 35:15–40
29.
Zurück zum Zitat Graham AE, Xie SQ, Xu WL, Mukherjee S (2008) Robotic long bone fracture reduction. In: Medical Robotics. I-Tech Education and Publishing. doi:10.5772/54929 Graham AE, Xie SQ, Xu WL, Mukherjee S (2008) Robotic long bone fracture reduction. In: Medical Robotics. I-Tech Education and Publishing. doi:10.​5772/​54929
30.
Zurück zum Zitat Taghirad HD (2013) Parallel Robots: Mechanics and Control. CRC Press, Boca Raton Taghirad HD (2013) Parallel Robots: Mechanics and Control. CRC Press, Boca Raton
31.
Zurück zum Zitat Grabowski ASR (2012) Combined measurements—a way to improve the measurement accuracy of an additive quantity. Measurement 45:1165–1169CrossRef Grabowski ASR (2012) Combined measurements—a way to improve the measurement accuracy of an additive quantity. Measurement 45:1165–1169CrossRef
33.
Zurück zum Zitat Hawkins KP (2013) Analytic inverse kinematics for the universal robots UR-5/UR-10 arms. Georgia Institute of Technology, Atlanta Hawkins KP (2013) Analytic inverse kinematics for the universal robots UR-5/UR-10 arms. Georgia Institute of Technology, Atlanta
35.
Zurück zum Zitat Phillips CL, Nagle T, Chakrabortty A (2015) Digital control system analysis and design, 4th edn. Prentice Hall, Englewood Cliffs Phillips CL, Nagle T, Chakrabortty A (2015) Digital control system analysis and design, 4th edn. Prentice Hall, Englewood Cliffs
36.
Zurück zum Zitat Chung WKCY (2008) PID trajectory tracking control for mechanical systems. Springer, Berlin Chung WKCY (2008) PID trajectory tracking control for mechanical systems. Springer, Berlin
37.
Zurück zum Zitat Silva AJ, Ramirez OAD, Vega VP, Oliver JPO (2009) Phantom omni haptic device: kinematic and manipulability. In: Electron. Robot. Automot. Mech. Conf. Cuernavaca, Morelos, México, pp 193–198 Silva AJ, Ramirez OAD, Vega VP, Oliver JPO (2009) Phantom omni haptic device: kinematic and manipulability. In: Electron. Robot. Automot. Mech. Conf. Cuernavaca, Morelos, México, pp 193–198
39.
Zurück zum Zitat Kirk RE (2006) Statistics: an introduction. Wadsworth Publishing Co Inc, Belmont Kirk RE (2006) Statistics: an introduction. Wadsworth Publishing Co Inc, Belmont
40.
Zurück zum Zitat Baron S, Eilers H, Munske B, Toennies JL, Balachandran R, Labadie RF, Ortmaier T, Webster RJ (2010) Percutaneous inner-ear access via an image-guided industrial robot system. Proc Inst Mech Eng Part H 224:633–649 Baron S, Eilers H, Munske B, Toennies JL, Balachandran R, Labadie RF, Ortmaier T, Webster RJ (2010) Percutaneous inner-ear access via an image-guided industrial robot system. Proc Inst Mech Eng Part H 224:633–649
41.
Zurück zum Zitat Kotlarski J, Baron S, Eilers H, Hofschulte J, Heimann B (2007) Improving the performance of an optical tracking system using data fusion with an inertial measurement unit. Ulsan, Korea, pp 225–230 Kotlarski J, Baron S, Eilers H, Hofschulte J, Heimann B (2007) Improving the performance of an optical tracking system using data fusion with an inertial measurement unit. Ulsan, Korea, pp 225–230
Metadaten
Titel
Vision-based real-time position control of a semi-automated system for robot-assisted joint fracture surgery
verfasst von
Giulio Dagnino
Ioannis Georgilas
Payam Tarassoli
Roger Atkins
Sanja Dogramadzi
Publikationsdatum
01.03.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal of Computer Assisted Radiology and Surgery / Ausgabe 3/2016
Print ISSN: 1861-6410
Elektronische ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-015-1296-9

Weitere Artikel der Ausgabe 3/2016

International Journal of Computer Assisted Radiology and Surgery 3/2016 Zur Ausgabe

Akuter Schwindel: Wann lohnt sich eine MRT?

28.04.2024 Schwindel Nachrichten

Akuter Schwindel stellt oft eine diagnostische Herausforderung dar. Wie nützlich dabei eine MRT ist, hat eine Studie aus Finnland untersucht. Immerhin einer von sechs Patienten wurde mit akutem ischämischem Schlaganfall diagnostiziert.

Screening-Mammografie offenbart erhöhtes Herz-Kreislauf-Risiko

26.04.2024 Mammografie Nachrichten

Routinemäßige Mammografien helfen, Brustkrebs frühzeitig zu erkennen. Anhand der Röntgenuntersuchung lassen sich aber auch kardiovaskuläre Risikopatientinnen identifizieren. Als zuverlässiger Anhaltspunkt gilt die Verkalkung der Brustarterien.

S3-Leitlinie zu Pankreaskrebs aktualisiert

23.04.2024 Pankreaskarzinom Nachrichten

Die Empfehlungen zur Therapie des Pankreaskarzinoms wurden um zwei Off-Label-Anwendungen erweitert. Und auch im Bereich der Früherkennung gibt es Aktualisierungen.

Fünf Dinge, die im Kindernotfall besser zu unterlassen sind

18.04.2024 Pädiatrische Notfallmedizin Nachrichten

Im Choosing-Wisely-Programm, das für die deutsche Initiative „Klug entscheiden“ Pate gestanden hat, sind erstmals Empfehlungen zum Umgang mit Notfällen von Kindern erschienen. Fünf Dinge gilt es demnach zu vermeiden.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.