





|
|
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. |
|
Worling JR,
Curwen T. Adolescent sexual offender recidivism: success of
specialized treatment and implications for risk prediction. Child
Abuse Negl 2000; 24:965-982. |
Uses ROCKIT
to compare partially paired datasets. |
|
Worling JR.
The Estimate of Risk of Adolescent Sexual Offense Recidivism (ERASOR):
preliminary psychometric data. Sex Abuse 2004; 16:235-254. |
Uses ROCKIT
to compare partially paired datasets. |
|
Drukker
K, Giger ML, Metz CE, ‘Robustness of a computerized breast lesion
detection and classification system across different ultrasound
acquisition platforms’, Radiology, 237: 834-840 (2005) |
|
|
Weijie Chen,
Maryellen L. Giger, Ulrich Bick, and Gillian M. Newstead, "Automatic
identification and classification of characteristic kinetic curves
of breast lesions on DCE-MRI" Medical Physics 33:2878-2887 (2006) |
|
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. |
|
|
Shiraishi J, Abe H, Engelmann R,
Doi K. Effect of high sensitivity
in a computerized scheme for detecting extremely subtle solitary
pulmonary nodules. in chest radiographs: Observer performance study.
Academic Radiology 2003;10:1302-1311. |
|
|
Li F, Aoyama M, Shiraishi J, Abe H,
Li Q, Suzuki K, Engelmann R, Sone S, MacMahon H, Doi K.
Radiologists' performance for
differentiating benign from malignant lung nodules on
high-resolution CT using computer-estimated likelihood of malignancy.
American Journal of Roentgenology 2004;183:1209-1215. |
|
|
Li F, Arimura H, Suzuki K,
Shiraishi J, Li Q, Abe H, Engelmann R, Sone S, MacMahon H, Doi K.
Computer-aided detection of
peripheral lung cancers missed at CT: ROC analyses without and with
localization. Radiology 2005;237:684-690.
|
|
LABROC4
|
Reference
|
Comments |
|
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) |
|
Armato SG
III, Giger ML, MacMahon H: Computerized delineation and analysis
of costophrenic angles in digital chest radiographs. Academic
Radiology 5: 329-335, 1998. |
|
|
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. |
|
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.
|
|
|
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) |
|
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 |
|
|
Drukker K,
Giger ML, Horsch K, Kupinski MA, Vyborny CJ
and Mendelson EB: Computerized lesion
detection on breast
ultrasound. MedPhys 29 (7), 1438, (2002)
|
LABROC4 is
currently easier to interface to Matlab than
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) |
|
Armato SG III, Altman
MB, La Rivière PJ: Automated detection of lung nodules in CT
scans: effect of image reconstruction
algorithm. MedPhys 30 (3): 461-472 MAR 2003
|
|
|
Drukker K, Horsch K, Giger ML,
‘Multi-modality computerized diagnosis of breast lesions using
mammography and sonography’, Academic Radiology 12, 970-979,
(2005) |
|
PROPROC
|
Reference
|
Comments |
|
Edwards DC, Kupinski MA, Metz CE, and Nishikawa RM:
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 |
|
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. |
|
|
Edwards DC,
Lan L, Metz CE, Giger ML, and Nishikawa RM, Estimating
three-class ideal observer decision variables for computerized
detection and classification of mammographic mass lesions. Med.
Phys. 31, pp. 81-90, 2004 |
|
|
Snoeijs MGJ, Schaefer S, Christiaans MH,
et al.
Kidney transplantation using elderly non-heart-beating donors: A
single-center experience AMERICAN JOURNAL OF TRANSPLANTATION 6
(5): 1066-1071 Part 1 MAY 2006 |
|
E-mail to us
with questions/suggestions about this Section
|