机构:[1]Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China[2]Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China重点科室诊疗科室神经外科神经外科首都医科大学附属天坛医院
Background: The structure of brainstem is very complex, and the surgical path planning for surgical navigation system can reduce the damage of the important tissue. We proposed an automatic preoperative path planning method based on combined magnetic resonance imaging (MRI) and diffusion tensor imaging (DTI) for determining optimal surgical paths in brain stem tumor surgery. Methods: First, we register the DTI into the MRI by comprehensive considering three type's information of trace, fractional anisotropy and relative anisotropy to achieve more accurate DTI location information. After that, the optimal solution model of the preoperative path which computes a cost function associated with each point on the outer brain boundary and instrument entry path, is constructed by the gravitational repulsion model and spline interpolation using the segmented model of brainstem and fiber bundle. Furthermore, the preoperative path can be achieved automatically by optimizing the solution of the cost function, and the results are evaluated by comparing the cost of a particular path associated with each critical structure, as well as the total number of examining all the cross-sectional images orthogonal to this path. Results: Our method could complete automatic preoperative path planning and avoid important tissue damage with less cross-sectional images orthogonal to the planning path.
基金:
Beijing Municipal Science and Technology CommissionBeijing Municipal Science & Technology Commission [Z151100003915079]; Beijing National Science Foundation [7172122, L172003]; National Key Technology R&D Program of ChinaNational Key Technology R&D Program [2015BAI01B03]; National Key Research and Development Program of China [2017YFC0108000]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China [81427803, 81771940]
语种:
外文
WOS:
第一作者:
第一作者机构:[1]Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
通讯作者:
通讯机构:[1]Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
推荐引用方式(GB/T 7714):
Jia Liu,Miao Li,Fang Chen,et al.An Automatic Preoperative Path-Planning Algorithm for Neurosurgery Using Combined MRI and DTI[J].WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 2.2019,68(2):815-819.doi:10.1007/978-981-10-9038-7_150.
APA:
Jia Liu,Miao Li,Fang Chen,Changcun Pan,Xinran Zhang...&Hongen Liao.(2019).An Automatic Preoperative Path-Planning Algorithm for Neurosurgery Using Combined MRI and DTI.WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 2,68,(2)
MLA:
Jia Liu,et al."An Automatic Preoperative Path-Planning Algorithm for Neurosurgery Using Combined MRI and DTI".WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, VOL 2 68..2(2019):815-819