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Motion Planning in Stereotaxic Radiosurgery A. Schweikard, J.R. Adler, and J.C. Latombe Presented by Vijay Pradeep
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Tumor = bad Brain = good Critical Section = good & sensitive Minimally invasive procedure that uses an intense, focused beam of radiation as an ablative surgical instrument to destroy tumors Radiosurgery Problem
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Radiosurgery Methods – Single Beam Radiation Single Beam: - High Power along entire cylinder - Damages lots of brain tissue
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Dose from multiple beams is additive Radiosurgery Methods – Multiple Beams - Intersection of beams is spherical - Energy is highest at tumor Radiation
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LINAC System
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Goal: –Determine a set of beam configurations that will destroy a tumor by cross firing at it Parameters: –Assume Spherical Tumor –LINAC Kinematics (Only Vertical Great-Circle Arcs) –Minimum angle of separation between arcs –Min # Of Arcs Critical Tumor Problem Statement
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Obstacle Representation Similar to Trapezoidal Decomposition - Represent with half-sphere - Project obstacles onto surface - Find criticality points - Draw arcs
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Criteria ω – Minimum spacing between arcs N – Number of great circle arcs K – Minimum free length of each arc Path Planning 0 2π2ππ Great Circle Plane Angle Free Length s1s1 s2s2 s3s3 s4s4 s5s5 s6s6 K
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Criteria ω – Minimum spacing between arcs N – Number of great circle arcs K – Minimum free length of each arc Path Planning 0 2π2ππ Great Circle Plane Angle s1s1 s2s2 s3s3 s4s4 s5s5 s6s6 K ωωω p1p1 p2p2 p3p3 p4p4 p6p6 Free Length
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Results Manually PlannedAutomatically Planned
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Non-Spherical Tumors Approximated by multiple independent spherical targets Plan for each spherical tumor is computed and executed independently.
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Takes advantage of structure/simplicity –Uses idea of criticality on obstacles vertices –Constrained to Vertical Great-Circle Arcs –Assumes independent spherical tumors –Plans for feasibility, not optimality Elegant, but not necessarily easiest –Actually samples 128 points and chooses the best under constraints Take Aways
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