Implementing multiple static field delivery for intensity modulated beams.
A clinically oriented two-dimensional intensity-modulated beam delivery method is implemented using multiple static segmented fields, i.e., the "step-and-shoot" approach. Starting with a desired al" intensity distribution, it creates a multiple-level intensity approximation, and then constructs a sequence of segmented fields to deliver the multiple-level intensities using multileaf collimator (MLC) and independent backup jaws. The approach starts with a simple grouping of all the nonzero intensity values into a minimum number of clusters for a user specified deviation tolerance for the ideal plan. The k-means clustering algorithm is then employed to find the optimal levels of intensity that minimize the discrepancies between the ideal and the approximated intensities, without violating the user specified deviation tolerance. The multiple-level intensities are then decomposed into a sequence of machine deliverable segments. Apart from the first segment for each gantry angle, all the other segments are arranged to minimize the total travel distance of the leaves. The first segment covers the entire irradiated area and is used for treatment verification by electronic portal imaging. The implementation issues due to the physical constraints of the MLCs are also addressed.
Wu
Y
Y
Department of Radiation Oncology, William Beaumont Hospital, Royal Oak, Michigan 48073, USA. ywu@hsc.vcu.edu
Yan
D
D
Sharpe
M B
MB
Miller
B
B
Wong
J W
JW
D000465:Algorithms; D016000:Cluster Analysis; D020266:Radiotherapy, Conformal / Q000295:instrumentation* / Q000379:methods*; D012984:Software