checkConstraint {DVHmetrics} | R Documentation |
Check constraints on dose-volume histograms (DVH)
Description
Simultaneously checks one or more quality assurance constraints on one or more DVHs. Reports compliance with each constraint as well as observed difference between linearly interpolated DVH and the given constraints in terms of (relative) dose, (relative) volume, and (relative) minimal Euclidean distance.
Usage
checkConstraint(x, constr, byPat=TRUE, semSign=FALSE,
sortBy=c("none", "observed", "compliance", "structure",
"constraint", "patID", "deltaV", "deltaD",
"dstMin", "dstMinRel"),
interp=c("linear", "spline", "smooth"), ...)
## S3 method for class 'DVHs'
checkConstraint(x, constr, byPat=TRUE, semSign=FALSE,
sortBy=c("none", "observed", "compliance", "structure",
"constraint", "patID", "deltaV", "deltaD",
"dstMin", "dstMinRel"),
interp=c("linear", "spline", "smooth"), ...)
## S3 method for class 'DVHLst'
checkConstraint(x, constr, byPat=TRUE, semSign=FALSE,
sortBy=c("none", "observed", "compliance", "structure",
"constraint", "patID", "deltaV", "deltaD",
"dstMin", "dstMinRel"),
interp=c("linear", "spline", "smooth"), ...)
## S3 method for class 'DVHLstLst'
checkConstraint(x, constr, byPat=TRUE, semSign=FALSE,
sortBy=c("none", "observed", "compliance", "structure",
"constraint", "patID", "deltaV", "deltaD",
"dstMin", "dstMinRel"),
interp=c("linear", "spline", "smooth"), ...)
Arguments
x |
A single DVH (object of class |
constr |
One or more constraints - given as a |
byPat |
|
semSign |
|
sortBy |
|
interp |
|
... |
Additional parameters passed to |
Details
A DVH constraint is a character string that consists of three parts: The DVH metric, the comparison operator (<
, >
, <=
, >=
), and the reference value together with the measurement unit. See getMetric
for defining a DVH metric, as well as for possible measurement units for dose and volume. For constraints involving the relative dose, the DVH must contain the prescription dose.
Some example constraints are "V10Gy > 80%"
(more than 80% of the structure should have received 10Gy), "V20% < 10CC"
(less than 10cm^3 of the structure should have received 20% of the prescription dose), or "D10CC > 500cGy"
(The "hottest" 10cm^3 of the structure should have received more than 500cGy).
For constraints on DEUD
, DNTCP
and DTCP
(see getMetric
), the reference measurement unit must be Gy
, cGy
, even though NTCP and TCP are probabilities. Example: "DNTCP < 0.5Gy"
.
A DVH constraint can apply to a specific patient or to all patients, and to a specific structure or to all structures.
If constraints apply to all patients/structures in
x
,constr
can be acharacter
vector with elements like the examples above.If constraints apply only to some patients/structures,
constr
must be a data frame with variablesconstraint
,patID
andstructure
. Each row then defines one constraint and its scope:constraint
must be a character string with one constraint definition as in the examples above.patID
must be either a character string with a valid patient ID or"*"
if the the constraint applies to all patients.structure
must be either a character string with a valid structure or"*"
if the the constraint applies to all structures. If variablepatID
is missing from the data frame, the constraints apply to all available patients. If variablestructure
is missing from the data frame, the constraints apply to all available structures. SeereadConstraint
for reading appropriate constraintdata.frames
from external text files.
For calculating the minimal Euclidean distance between the constraint point and the DVH, the constraint point is orthogonally projected onto each DVH segment between (interpolated) DVH nodes. The relative Euclidean distance is the minimum of these distances divided by the distance of the constraint point to the closer one of both axes (dose and volume).
If volume or dose values outside the range of possible values for a structure are requested, metrics cannot be calculated, and the result will be NA
with a warning.
Value
A data frame with details on constraint compliance / violation.
patID |
Patient ID |
structure |
Structure |
constraint |
The checked constraint |
observed |
The observed value for the metric given in the constraint |
compliance |
Does the DVH satisfy the constraint? |
deltaV |
Volume difference between constraint and observed DVH (for the constraint dose) in measurement unit specified by constraint |
deltaVpc |
Percent volume difference between constraint and observed DVH (for the constraint dose) relative to constraint volume |
deltaD |
Dose difference between constraint and observed DVH (for the constraint volume) in measurement unit specified by constraint |
deltaDpc |
Percent dose difference between constraint and observed DVH (for the constraint volume) relative to constraint dose |
dstMin |
Minimal Euclidean distance between constraint and the cumulative DVH, using linear interpolation |
ptMinD |
Dose coordinate of closest point on cumulative DVH to constraint |
ptMinV |
Volume coordinate of closest point on cumulative DVH to constraint |
See Also
getMetric
,
getEUD
,
getNTCP
,
getTCP
,
readConstraint
,
saveConstraint
,
showConstraint
Examples
res <- checkConstraint(dataMZ, c("D10CC < 10Gy", "V20Gy < 20%"))
head(res)
# define constraints
constr <- data.frame(
patID=c("P123", "P234"),
structure=c("HEART", "*"),
constraint=c("D1CC < 20Gy", "V10% > 8CC"),
stringsAsFactors=FALSE) # this is important
checkConstraint(dataMZ, constr=constr)