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A Single reader and A single modality (SRSC) case.
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In a single reader and a single modality case,
it should include f, h, NL, NI, C
.
For example data,
see the datasets
endowed with this package.
data Format:
A single reader and a single modality case
------------------------------------------------------------------------------------------------------
NI=63,NL=124 |
confidence level |
No. of false alarms |
No. of hits |
In R console -> |
c |
f |
h |
----------------------- |
----------------------- |
----------------------------- |
------------- |
definitely present |
c[1] = 5 |
f[1] = \(F_5\) = 1 |
h[1] = \(H_5\) = 41 |
probably present |
c[2] = 4 |
f[2] = \(F_4\) = 2 |
h[2] = \(H_4\) = 22 |
equivocal |
c[3] = 3 |
f[3] = \(F_3\) = 5 |
h[3] = \(H_3\) = 14 |
subtle |
c[4] = 2 |
f[4] = \(F_2\) = 11 |
h[4] = \(H_2\) = 8 |
very subtle |
c[5] = 1 |
f[5] = \(F_1\) = 13 |
h[5] = \(H_1\) = 1 |
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Multiple readers and multiple modalities case, i.e., MRMC case
----------------------------------------------------------------------------
In multiple readers and multiple modalities case, i.e., MRMC case,
it should include m,q,c,h,f,NL,C,M,Q
which means the followings:
C
means the highest number of confidence level, this is a scalar.
M
means the number of modalities
Q
means the number of readers.
c
means the confidence level vector. This vector must be made by rep(rep(C:1), M*Q)
.
m
means the modality ID vector.
q
means the reader ID vector.
h
means the number of hits vector.
f
means the number of false alarm vector.
NL
means the Total number of lesions for all images, this is a scalar.
The detail of these dataset, please see the endowed datasets.
Note that the maximal number of confidence level, denoted by C
, are included,
however,
its each confidence level vector also created in the program by C
. So, to confirm
your false positives and hits are correctly correspond
to confidence levels,
you should confirm the orders by the function viewdata_MRMC
.