Method to optimally splitting arcs in modulated arc therapy (MAT) plans
A non-transitory computer readable medium ( 26 ) stores instructions executable by at least one electronic processor ( 20 ) to perform a method ( 100, 200 ) of identifying possible arc segments for removal in a modulated arc therapy plan. The method includes: iteratively optimizing a modulated arc therapy plan for an initial arc segment; and computing a geometric freedom (GF) metric for each control point (CP) of the initial arc segment.
1 . A non-transitory computer readable medium storing instructions executable by at least one electronic processor to perform a method of identifying possible arc segments for removal in a modulated arc therapy plan, the method comprising:
iteratively optimizing a modulated arc therapy plan for an initial arc segment; and
computing respective geometric freedom (GF) metrics for each control point (CP) of the initial arc segment, wherein an individual GF metric indicates whether a specified nominal dose of radiation can pass through target voxels associated with a corresponding CP without passing through an identified critical organ voxel.
2 . The non-transitory computer readable medium of claim 1 , wherein the method further includes:
plotting, on a display device, a graph of the GF metric as a function of each CP along the initial arc segment.
3 . The non-transitory computer readable medium of claim 1 , wherein the GF metric is computed for each CP of the initial arc segment based on geometrical contours of a patient and a position of the CP but not based on the modulated arc therapy plan.
4 . The non-transitory computer readable medium of claim 1 , wherein computing a GF metric for each CP of the initial arc segment includes:
computing GF values, an individual GF value including a ratio, for each beam let of the CP, of a number of tumor voxels touched by a beamlet divided by a sum of a number of voxels of critical organs touched by the beamlet;
summing the GF values for the beamlets of the CP to generate the GF metric for the CP.
5 . The non-transitory computer readable medium of claim 4 , wherein the computing of the ratio further includes:
weighting at least one of (i) the number of tumor voxels touched by the beamlet, and (ii) a number of voxels of critical organs touched by the beamlet.
6 . The non-transitory computer readable medium of claim 1 , further including:
plotting, on a display device, at least one of a tumor dose per CP and a critical organ dose per CP from the modulated arc therapy plan.
7 . The non-transitory computer readable medium of claim 1 , further including:
determining GF metric values as a function of CP on a graph being below a preselected threshold; and
determining contiguous groups of CPs with GF metric values below the preselected threshold as candidate arc segments for removal from the modulated arc therapy plan.
8 . The non-transitory computer readable medium of claim 7 , wherein determining contiguous groups of CPs with GF metric values below the preselected threshold as candidate arc segments for removal from the modulated arc therapy plan further includes:
estimating a re-distribution of a dose of the modulated arc therapy plan with the candidate arc segments removed from the modulated arc therapy plan.
9 . The non-transitory computer readable medium of claim 8 , further including:
estimating the re-distribution of the dose of the modulated arc therapy plan delivered by the candidate arc segments relative to remaining arc segments.
10 . The non-transitory computer readable medium of claim 9 , wherein the estimating includes:
scaling the candidate arc segments to the remaining arc segments by the GF metric values of each of the remaining arc segments.
11 . The non-transitory computer readable medium of claim 8 , further including:
plotting, on a display device, the re-distribution of the dose of the modulated arc therapy plan.
12 . The non-transitory computer readable medium of claim 7 , further including:
estimating dose objectives of the modulated arc therapy plan with the GF metrics of each CP and an initial modulated arc therapy plan; and
re-estimating the dose objectives when below a preselected threshold by adjusting a size of at least one of the candidate arc segments until the dose objectives are no longer below the preselected threshold.
13 . The non-transitory computer readable medium of claim 7 , wherein the optimizing comprises:
performing an iterative dose optimization for the are without the candidate arc segments being removed.
14 . A system for identifying possible are segments for removal in a modulated arc therapy plan, the system comprising:
at least one electronic processor programmed to:
iteratively optimize a modulated arc therapy plan for an initial arc segment;
compute respective geometric freedom (GF) metrics for each control point (CP) of the initial arc segment, wherein an individual GF metric indicates whether a specified nominal dose of radiation can pass through target voxels associated with a corresponding CP without passing through an identified critical organ voxel; and
determine contiguous groups of CPs with GF metric values below a pre-selected threshold as candidate arc segments for removal from the modulated arc therapy plan.
15 . The system of claim 14 , further including a display device; and wherein the at least one electronic processor is programmed to:
plot, on the display device, a graph of the GF metric as a function of each CP along the initial arc segment;
determine GF metric values as a function of CP on the graph being below the pre-selected threshold; and
determine contiguous groups of CPs with GF metric values below the pre-selected threshold as candidate arc segments for removal from the modulated arc therapy plan.
16 . The system of claim 14 , wherein the at least one electronic processor is programmed to determine the contiguous groups of CPs with GF metric values below the pre-selected threshold as candidate arc segments for removal from the modulated arc therapy plan by:
estimating a re-distribution of a dose of the modulated arc therapy plan with the candidate arc segments removed from the modulated arc therapy plan.
17 . The system of claim 16 , wherein the at least one electronic processor is programmed to:
estimate the re-distribution of the dose of the modulated arc therapy plan delivered by the candidate arc segments relative to remaining are segments.
18 . The system of claim 17 , wherein the at least one electronic processor is programmed to:
scale the candidate arc segments to the remaining arc segments by the GF metric values of each of the remaining arc segments.
19 . The system of claim 18 , wherein the at least one electronic processor is programmed to:
plot, on a display device, the re-distribution of the dose of the modulated arc therapy plan.
20 . The system of claim 14 , wherein the at least one electronic processor is programmed to:
estimate dose objectives of the modulated arc therapy plan with the GF metrics of each CP and an initial modulated arc therapy plan; and
re-estimate the dose objectives when below a preselected threshold by adjusting a size of at least one of the candidate arc segments until the dose objectives are no longer below the preselected threshold.
21 . A method of identifying possible arc segments for removal in a modulated arc therapy plan, the method comprising:
iteratively optimizing a modulated arc therapy plan for an initial arc segment;
computing a geometric freedom (GF) metric for each control point (CP) of the initial arc segment by operations including:
computing a ratio, for each beamlet of the CP, of a number of tumor voxels touched by a beamlet divided by a sum of a number of voxels of critical organs touched by the beamlet;
summing the GF metric values for the beamlets of the CP to generate the GF metric for the CP;
determining contiguous groups of CPs with GF metric values below a pre-selected threshold as candidate arc segments for removal from the modulated arc therapy plan; and
estimating a re-distribution of a dose of the modulated arc therapy plan with the candidate arc segments removed from the modulated arc therapy plan.
22 . The method of claim 21 , further including:
plotting, on a display device, a graph of the GF metric as a function of each CP along the initial arc segment;
determining GF metric values as a function of CP on the graph being below a preselected threshold;
determining contiguous groups of CPs with GF metric values below the pre-selected threshold as candidate arc segments for removal from the modulated arc therapy plan; and
estimating a re-distribution of a dose of the modulated arc therapy plan with the candidate arc segments removed from the modulated arc therapy plan.
23 . The method of claim 21 , further including:
estimating dose objectives of the modulated arc therapy plan with the GF metrics of each CP and an initial modulated arc therapy plan; and
re-estimating the dose objectives when below a preselected threshold by adjusting a size of at least one of the candidate arc segments until the dose objectives are no longer below the preselected threshold.