A Robotic Ultrasound Scanner for Automatic Vessel Tracking and Three-Dimensional Reconstruction of B-Mode Images

被引:38
作者
Merouche, Samir [1 ,2 ]
Allard, Louise [1 ]
Montagnon, Emmanuel [1 ,2 ]
Soulez, Gilles [2 ,3 ,4 ]
Bigras, Pascal [5 ]
Cloutier, Guy [1 ,2 ,4 ]
机构
[1] Univ Montreal Hosp CRCHUM, Res Ctr, Lab Biorheol & Med Ultrason, Montreal, PQ H2X 0A9, Canada
[2] Univ Montreal, Inst Biomed Engn, Montreal, PQ H3T 1J4, Canada
[3] Univ Montreal Hosp CHUM, Dept Radiol, Montreal, PQ H2L 4M1, Canada
[4] Univ Montreal, Dept Radiol Radiooncol & Nucl Med, Montreal, PQ H3T 1J4, Canada
[5] Univ Quebec, Ecole Technol Super, Dept Automated Mfg Engn, Montreal, PQ H3C 1K3, Canada
关键词
Image reconstruction; medical robotics; robotics and automation; ultrasonic imaging; ultrasonography; LIMB ARTERIAL STENOSES; CAROTID PLAQUE VOLUME; IN-VITRO; CALIBRATION; ULTRASONOGRAPHY; QUANTIFICATION; PHANTOM; SYSTEM;
D O I
10.1109/TUFFC.2015.2499084
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Locating and evaluating the length and severity of a stenosis is very important for planning adequate treatment of peripheral arterial disease (PAD). Conventional ultrasound (US) examination cannot provide maps of entire lower limb arteries in 3-D. We propose a prototype 3D-US robotic system with B-mode images, which is nonionizing, noninvasive, and is able to track and reconstruct a continuous segment of the lower limb arterial tree between the groin and the knee. From an initialized cross-sectional view of the vessel, automatic tracking was conducted followed by 3D-US reconstructions evaluated using Hausdorff distance, cross-sectional area, and stenosis severity in comparison with 3-D reconstructions with computed tomography angiography (CTA). A mean Hausdorff distance of 0.97 +/- 0.46 mm was found in vitro for 3D-US compared with 3D-CTA vessel representations. To evaluate the stenosis severity in vitro, 3D-US reconstructions gave errors of 3%-6% when compared with designed dimensions of the phantom, which are comparable to 3D-CTA reconstructions, with 4%-13% errors. The in vivo system's feasibility to reconstruct a normal femoral artery segment of a volunteer was also investigated. These results encourage further ergonomic developments to increase the robot's capacity to represent lower limb vessels in the clinical context.
引用
收藏
页码:35 / 46
页数:12
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