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A data model applied to the knowledge-based ICAS
Authors:Ying Chen  Chun Zhang  Jia-dong Wang  Zhu-lin Gong  Jun Ni  Lu Zhang
Institution:(1) Department of Biomedical Engineering, Medical School, Shanghai Jiaotong University, Shanghai, 200025, China;(2) Department of Otolaryngology-Head & Neck Surgery, Renji Hospital, Shanghai Jiaotong University, Shanghai, 200001, China;(3) Department of Radiology, Carver College of Medicine, University of Iowa, Iowa, IA 52242, USA
Abstract:Image-guided computer aided surgery system (ICAS) contributes to safeness and success of surgery operations by means of displaying anatomical structures and showing correlative information to surgeons in the process of operation. Based on analysis of requirements for ICAS, a new concept of clinical knowledge-based ICAS was proposed. Designing a reasonable data structure model is essential for realizing this new concept. The traditional data structure is limited in expressing and reusing the clinical knowledge such as locating an anatomical object, topological relations of anatomical objects and correlative clinical attributes. A data structure model called mixed adjacency lists by octree-path-chain (MALOC) was outlined, which can combine patient's images with clinical knowledge, as well as efficiently locate the instrument and search the objects' information. The efficiency of data structures was analyzed and experimental results were given in comparison to other traditional data structures. The result of the nasal surgery experiment proves that MALOC is a proper model for clinical knowledge-based ICAS that has advantages in not only locating the operative instrument precisely but also proving surgeons with real-time operation-correlative information. It is shown that the clinical knowledge-based ICAS with MALOC model has advantages in terms of safety and success of surgical operations, and help in accurately locating the operative instrument and providing operation-correlative knowledge and information to surgeons in the process of operations.
Keywords:image-guided computer aided surgery (ICAS)  clinical knowledge-based ICAS  data structure model  mixed adjacency lists by octree-path-chain (MALOC)
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