dataset14 {RJafroc} | R Documentation |
Federica Zanca real (as opposed to inferred) ROC dataset
Description
This is referred to in the book as the "FZR" dataset. It is a real ROC study, conducted on the same images and using the same radiologists, on treatments "4" and "5" of dataset04. This was compared to highest rating inferred ROC data from dataset04 to conclude, erroneously, that the highest rating assumption is invalid. See book Section 13.6.2.
Usage
dataset14
Format
A list with 3 elements: $ratings
, $lesions
and $descriptions
; $ratings
contain 3 elements, $NL
, $LL
and $LL_IL
as sub-lists; $lesions
contain 3 elements, $perCase
, $IDs
and $weights
as sub-lists; $descriptions
contain 7 elements, $fileName
, $type
, $name
,
$truthTableStr
, $design
, $modalityID
and $readerID
as sub-lists;
rating$NL
, num [1:2, 1:4, 1:200, 1], ratings of non-lesion localizations, NLsrating$LL
, num [1:2, 1:4, 1:100, 1], ratings of lesion localizations, LLsrating$LL_IL
NA, this placeholder is used only for LROC datalesions$perCase
, int [1:100], number of lesions per diseased caselesions$IDs
, num [1:100, 1] , numeric labels of lesions on diseased caseslesions$weights
, num [1:100, 1], weights (or clinical importances) of lesionsdescriptions$fileName
, chr, "dataset14", base name of dataset in 'data' folderdescriptions$type
, chr "ROC", the data typedescriptions$name
, chr "FEDERICA-REAL-ROC", the name of the datasetdescriptions$truthTableStr
, num [1:2, 1:4, 1:200, 1:2], truth table structuredescriptions$design
, chr "FCTRL", study design, factorial datasetdescriptions$modalityID
, chr [1:2] "4" "5", treatment label(s)descriptions$readerID
, chr [1:4] "1" "2" "3" "4", reader labels
References
Zanca F, Hillis SL, Claus F, et al (2012) Correlation of free-response and receiver-operating-characteristic area-under-the-curve estimates: Results from independently conducted FROC/ROC studies in mammography. Med Phys. 39(10):5917-5929.
Examples
str(dataset14)