Autonomous robotic intracardiac catheter navigation using haptic vision

被引:111
作者
Fagogenis, G. [1 ]
Mencattelli, M. [1 ]
Machaidze, Z. [1 ]
Rosa, B. [2 ]
Price, K. [1 ]
Wu, F. [3 ]
Weixler, V [1 ]
Saeed, M. [1 ]
Mayer, J. E. [1 ]
Dupont, P. E. [1 ]
机构
[1] Harvard Med Sch, Boston Childrens Hosp, Boston, MA 02115 USA
[2] Univ Strasbourg, CNRS, ICube, Strasbourg, France
[3] Taipei Vet Gen Hosp, Taipei, Taiwan
基金
美国国家卫生研究院;
关键词
OUTCOMES; CLOSURE; VALVE;
D O I
10.1126/scirobotics.aaw1977
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Although all minimally invasive procedures involve navigating from a small incision in the skin to the site of the intervention, it has not been previously demonstrated how this can be performed autonomously. To show that autonomous navigation is possible, we investigated it in the hardest place to do it-inside the beating heart. We created a robotic catheter that can navigate through the blood-filled heart using wall-following algorithms inspired by positively thigmotactic animals. The catheter uses haptic vision, a hybrid sense using imaging for both touch-based surface identification and force sensing, to accomplish wall following inside the blood-filled heart. Through in vivo animal experiments, we demonstrate that the performance of an autonomously controlled robotic catheter rivaled that of an experienced clinician. Autonomous navigation is a fundamental capability on which more sophisticated levels of autonomy can be built, e.g., to perform a procedure. Similar to the role of automation in a fighter aircraft, such capabilities can free the clinician to focus on the most critical aspects of the procedure while providing precise and repeatable tool motions independent of operator experience and fatigue.
引用
收藏
页数:12
相关论文
共 38 条
[1]   Synthesis of whole-body behaviors through hierarchical control of behavioral primitives [J].
SENTIS, LUIS ;
KHATIB, OUSSAMA .
International Journal of Humanoid Robotics, 2005, 2 (04) :505-518
[2]   Exploration and navigation in the blind mole rat (Spalax ehrenbergi):: global calibration as a primer of spatial representation [J].
Avni, Reut ;
Tzvaigrach, Yael ;
Eilam, David .
JOURNAL OF EXPERIMENTAL BIOLOGY, 2008, 211 (17) :2817-2826
[3]   New Technology and Health Care Costs - The Case of Robot-Assisted Surgery [J].
Barbash, Gabriel I. ;
Glied, Sherry A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 363 (08) :701-704
[4]   Concentric Tube Robot Design and Optimization Based on Task and Anatomical Constraints [J].
Bergeles, Christos ;
Gosline, Andrew H. ;
Vasilyev, Nikolay V. ;
Codd, Patrick J. ;
del Nido, Pedro J. ;
Dupont, Pierre E. .
IEEE TRANSACTIONS ON ROBOTICS, 2015, 31 (01) :67-84
[5]   Hospital level under-utilization of minimally invasive surgery in the United States: retrospective review [J].
Cooper, Michol A. ;
Hutfless, Susan ;
Segev, Dorry L. ;
Ibrahim, Andrew ;
Lyu, Heather ;
Makary, Martin A. .
BMJ-BRITISH MEDICAL JOURNAL, 2014, 349
[6]  
CORTES C, 1995, MACH LEARN, V20, P273, DOI 10.1023/A:1022627411411
[7]   INTERPRETING ANIMAL WALL-FOLLOWING BEHAVIOR [J].
CREED, RP ;
MILLER, JR .
EXPERIENTIA, 1990, 46 (07) :758-761
[8]   Design and Control of Concentric-Tube Robots [J].
Dupont, Pierre E. ;
Lock, Jesse ;
Itkowitz, Brandon ;
Butler, Evan .
IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (02) :209-225
[9]   Techniques and Outcomes for the Treatment of Paravalvular Leak [J].
Eleid, Mackram F. ;
Cabalka, Allison K. ;
Malouf, Joseph F. ;
Sanon, Saurabh ;
Hagler, Donald J. ;
Rihal, Charanjit S. .
CIRCULATION-CARDIOVASCULAR INTERVENTIONS, 2015, 8 (08)
[10]  
Fei-Fei L, 2005, PROC CVPR IEEE, P524