Design of a neurosurgical procedure model for multimodal image-guided surgery

Abstract In multimodal image-guided neurosurgery, surgeons have to manage large amounts of information (i.e. images) to plan and perform the surgical procedure. To facilitate management we attempted to model the procedure as a set of distinct steps with a UML class diagram. To each step we assigned a list of relevant image entities extracted from multimodal images and an action describing the purpose of the step. Each image entity was attributed a role that may differ with the step. Our generic information model helps surgeons anticipate surgery, and may contribute to develop simulation and even teaching tools. It may also be used to adapt visualization and interaction modes in neuronavigation. Finally, it provides a framework to model the knowledge involved in neurosurgical procedures in the context of image-guided neurosurgery.

[1]  R. Kikinis,et al.  Computer-assisted interactive three-dimensional planning for neurosurgical procedures. , 1996, Neurosurgery.

[2]  M. Apuzzo The Richard C. Schneider Lecture. New dimensions of neurosurgery in the realm of high technology: possibilities, practicalities, realities. , 1996, Neurosurgery.

[3]  J. Maldjian,et al.  Functional image-guided surgery of intracranial tumors located in or near the sensorimotor cortex. , 1998, Journal of neurosurgery.

[4]  Balakrishnan Chandrasekaran,et al.  What are ontologies, and why do we need them? , 1999, IEEE Intell. Syst..

[5]  C. Taylor,et al.  Predictive medicine: computational techniques in therapeutic decision-making. , 1999, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

[6]  Richard Fikes,et al.  Building a large knowledge base from a structured source , 1999, IEEE Intell. Syst..

[7]  J. Tsuruda,et al.  Integration of preoperative and intraoperative functional brain mapping in a frameless stereotactic environment for lesions near eloquent cortex. Technical note. , 1999, Journal of neurosurgery.

[8]  C. Nimsky,et al.  Functional neuronavigation with magnetoencephalography: outcome in 50 patients with lesions around the motor cortex. , 1999, Journal of neurosurgery.

[9]  M Hardenack,et al.  Preoperative planning and intraoperative navigation: status quo and perspectives. , 1998, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

[10]  William E. Lorensen,et al.  Computer-assisted Interactive Three-dimensional Planning Neurosurgical Procedures , 1996 .

[11]  P. Jannin,et al.  A data fusion environment for multimodal and multi-informational neuronavigation. , 2000, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

[12]  M. Apuzzo The Richard C. Schneider Lecture. New dimensions of neurosurgery in the realm of high technology: possibilities, practicalities, realities. , 1996, Neurosurgery.

[13]  W L Nowinski,et al.  Planning and simulation of neurosurgery in a virtual reality environment. , 2000, Neurosurgery.

[14]  Nathalie Gaertner,et al.  Mod? lisation objet avec uml , 1997 .

[15]  M. Apuzzo The Richard C. Schneider Lecture. New dimensions of neurosurgery in the realm of high technology: possibilities, practicalities, realities. , 1996 .