| |
Papers
that used our ROC Analysis software, with Emphasis on Medical
Applications
Note: Some publications appear more than once because they belong to multiple classifications
If you have any papers that
you would like to include in the following lists, please
e-mail to us!
We cannot promise that we will include
those references, but we will look into them.
ROCKIT
|
Reference
|
Comments |
|
Metz CE, Herman BA, Roe CA. Statistical
comparison of
two ROC curve estimates obtained from partially-paired
datasets. Med Decis Making 1998; 18:110-121.
|
Uses ROCKIT to compare partially
paired datasets. |
LABMRMC
|
Reference |
Comments |
|
Jiang Y, Nishikawa RM, Schmidt RA, Metz CE, Giger ML, Doi K. Improving
breast cancer diagnosis with computer-aided diagnosis. Academic
Radiology 6:22-33, 1999. |
Makes use of both LABMRMC and LABROC4 |
|
Shiraishi J, Abe H, Englemann R, Aoyama M,
MacMahon H, Doi K: Computer-aided diagnosis for
distinction between benign and malignant solitary pulmonary
nodules in chest radiographs: ROC
analysis of radiologists' performance. Radiology (in press) 2003. |
|
LABROC4
|
Reference |
Comments |
Armato SG III, Altman MB, La
Rivière PJ: Automated detection of lung nodules in CT scans: effect of
image reconstruction algorithm. Medical Physics 2002 (in
press). |
|
|
Armato SG III, Giger ML,
MacMahon H: Computerized delineation and analysis of costophrenic angles
in digital chest radiographs. Academic Radiology 5: 329-335, 1998. |
|
|
Armato SG III, Li F, Giger ML,
MacMahon H, Sone S, Doi K: Lung cancer: Performance of automated lung
nodule detection applied to cancers missed in a CT screening program.
Radiology 225: 685-692, 2002 |
|
|
K Drukker, ML Giger, K Horsch, MA Kupinski,
CJ Vyborny and EB Mendelson: Computerized lesion detection on breast
ultrasound. MedPhys 29 (7), 1438, (2002)
|
LABROC4 is currently easier to interface to Matlab than
ROCKIT |
|
Gilhuijs KGA, Giger ML, Bick U: Automated
analysis of breast lesions in three dimensions using dynamic magnetic resonance imaging.
Medical Physics 25:1647-1654, 1998. |
|
|
Huo Z, Giger ML, Vyborny CJ: Computerized
analysis of multiple-mammographic views:
potential usefulness of special view mammograms in computer-aided
diagnosis. IEEE Transactions on Medical Imaging
20: 1285-1292, 2001. |
Uses also CLABROC (now fully included in ROCKIT) |
|
Huo Z, Giger ML, Vyborny CJ, Metz CE:
Effectiveness of CAD in the diagnosis of breast
cancer: An observer study on an independent database of mammograms
Radiology 224:560-568, 2002. |
Uses also CLABROC (now fully included in ROCKIT) |
|
Jiang Y, Nishikawa RM, Wolverton DE, Metz CE,
Giger ML, Schmidt RA, Vyborny CJ, Doi K.: Malignant and benign clustered
microcalcifications: automated feature analysis and classification.
Radiology 198:671-678, 1996 |
Uses partial areas (currently not available in
ROCKIT) |
Shiraishi J, Katsuragawa S, Ikezoe J,
Matsumoto T, Kobayashi T, Komatsu K, Matsui M, Fujita H,
Kodera Y, Doi K: Development of a digital image database
for chest radiographs with and without a lung nodule: receiver operating characteristic analysis of radiologists' detection of pulmonary nodules. AJR
174:71-74, 2000.
|
|
PROPROC
|
Reference |
Comments |
|
Abe H, MacMahon H, Engelmann R, Li Q,
Shiraishi J, Katsuragawa S, Aoyama M, Ishida T, Ashizawa K,
Metz C, Doi K: Computer-aided diagnosis in chest
radiology: results of large-scale observer tests
performed at the 1996-2001 RSNA Scientific Assemblies.
RadioGraphics, 23:255-265, 2003. |
|
|
D.C. Edwards, M.A. Kupinski, C. E. Metz, and
R. M. Nishikawa:
Maximum likelihood fitting of FROC curves under an
initial-detection-and-candidate-analysis model,
Med. Phys. 29, 2861-2870 (2002). |
Uses both PROPROC and LABROC4
|
Contact roc at bsd uchicago edu
with questions/suggestions about this Section
|
