Reader and case sample combinations needed for 0.80 power based on the data of:
Ohashi K, El-Khoury GY, Bennett DL, Restrepo JM, Berbaum KS. Orthopedic hardware complications diagnosed with multi-detector row CT. Radiology 2005;237:570-577.
Readers: 2 pediatric radiologists
Cases: 44 patients, 18 with clinically proven hardware complications, 26 with clinically proven absence of hardware complications
Rating: probability of abnormality on a 100-point subjective probability scale Conditions: (1) radiography, (2) multi-detector row CT
Results: Fixed Reader / Random Case Analysis
ROC Model = propROC, Parameter = AUC,
AUCs = 0.842, 0.999, respectively.
Readers = 2, Cases = 44,
MS( Treatment*Reader ) = 0.03649473,
MS( Treatment*Case ) = 0.20259783,
MS( Treatment*Reader *Case ) = 0.03236510.
AUC Difference = 0.03
|
Readers |
Readers
and Cases
Random |
Cases
Random |
Readers
Random |
|
3 |
. |
1675 |
. |
|
4 |
. |
1628 |
. |
|
5 |
. |
1600 |
497 |
|
6 |
. |
1581 |
260 |
|
7 |
. |
1568 |
176 |
|
8 |
1997 |
1558 |
134 |
|
9 |
1918 |
1550 |
108 |
|
10 |
1861 |
1543 |
90 |
|
11 |
1818 |
1538 |
78 |
|
12 |
1784 |
1534 |
68 |
|
13 |
1756 |
1530 |
61 |
|
14 |
1733 |
1527 |
55 |
|
15 |
1714 |
1525 |
50 |
Note: Cells containing a period indicate that more than 2000 cases would be required.
AUC Difference = 0.05
|
Readers |
Readers
and Cases
Random |
Cases
Random |
Readers
Random |
|
3 |
842 |
605 |
1379 |
|
4 |
714 |
588 |
178 |
|
5 |
664 |
578 |
94 |
|
6 |
637 |
571 |
64 |
|
7 |
620 |
566 |
48 |
|
8 |
607 |
562 |
39 |
|
9 |
598 |
559 |
33 |
|
10 |
591 |
557 |
28 |
|
11 |
586 |
555 |
25 |
|
12 |
581 |
554 |
22 |
|
13 |
577 |
553 |
20 |
|
14 |
574 |
551 |
20 |
|
15 |
571 |
550 |
20 |
AUC Difference = 0.10
|
Readers |
Readers
and Cases
Random |
Cases
Random |
Readers
Random |
|
3 |
163 |
153 |
87 |
|
4 |
154 |
149 |
33 |
|
5 |
149 |
146 |
20 |
|
6 |
147 |
145 |
20 |
|
7 |
145 |
143 |
20 |
|
8 |
143 |
142 |
20 |
|
9 |
142 |
142 |
20 |
|
10 |
141 |
141 |
20 |
|
11 |
141 |
141 |
20 |
|
12 |
140 |
140 |
20 |
|
13 |
140 |
140 |
20 |
|
14 |
139 |
140 |
20 |
|
15 |
139 |
139 |
20 |
AUC Difference = 0.20
|
Readers |
Readers
and Cases
Random |
Cases
Random |
Readers
Random |
|
3 |
39 |
40 |
20 |
|
4 |
38 |
39 |
20 |
|
5 |
37 |
38 |
20 |
|
6 |
36 |
38 |
20 |
|
7 |
36 |
38 |
20 |
|
8 |
36 |
37 |
20 |
|
9 |
35 |
37 |
20 |
|
10 |
35 |
37 |
20 |
|
11 |
35 |
37 |
20 |
|
12 |
35 |
37 |
20 |
|
13 |
35 |
37 |
20 |
|
14 |
35 |
37 |
20 |
|
15 |
35 |
37 |
20 |