Charles E. Metz, Ph.D. - Publications

Affiliations: 
1969-2008 Radiology University of Chicago, Chicago, IL 
Area:
Medical Physics, ROC analysis

71 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2012 Edwards DC, Metz CE. The three-class ideal observer for univariate normal data: Decision variable and ROC surface properties. Journal of Mathematical Psychology. 56: 256-273. PMID 23162165 DOI: 10.1016/J.Jmp.2012.05.003  0.312
2012 Gallas BD, Chan HP, D'Orsi CJ, Dodd LE, Giger ML, Gur D, Krupinski EA, Metz CE, Myers KJ, Obuchowski NA, Sahiner B, Toledano AY, Zuley ML. Evaluating imaging and computer-aided detection and diagnosis devices at the FDA. Academic Radiology. 19: 463-77. PMID 22306064 DOI: 10.1016/J.Acra.2011.12.016  0.337
2012 Pan X, Metz CE. Analysis of noise properties of a class of exact methods of inverting the 2-D exponential radon transform [SPECT application]. Ieee Transactions On Medical Imaging. 14: 659-68. PMID 18215870 DOI: 10.1109/42.476107  0.327
2011 Pesce LL, Horsch K, Drukker K, Metz CE. Semiparametric estimation of the relationship between ROC operating points and the test-result scale: application to the proper binormal model. Academic Radiology. 18: 1537-48. PMID 22055797 DOI: 10.1016/J.Acra.2011.08.003  0.322
2011 Li F, Engelmann R, Pesce LL, Doi K, Metz CE, Macmahon H. Small lung cancers: improved detection by use of bone suppression imaging--comparison with dual-energy subtraction chest radiography. Radiology. 261: 937-49. PMID 21946054 DOI: 10.1148/Radiol.11110192  0.332
2010 Pesce LL, Metz CE, Berbaum KS. On the convexity of ROC curves estimated from radiological test results. Academic Radiology. 17: 960-968.e4. PMID 20599155 DOI: 10.1016/J.Acra.2010.04.001  0.303
2010 Jiang Y, Metz CE. BI-RADS data should not be used to estimate ROC curves. Radiology. 256: 29-31. PMID 20574083 DOI: 10.1148/Radiol.10091394  0.361
2010 Chen W, Metz CE, Giger ML, Drukker K. A novel hybrid linear/nonlinear classifier for two-class classification: theory, algorithm, and applications. Ieee Transactions On Medical Imaging. 29: 428-41. PMID 19822471 DOI: 10.1109/Tmi.2009.2033596  0.333
2009 Shiraishi J, Pesce LL, Metz CE, Doi K. Experimental design and data analysis in receiver operating characteristic studies: lessons learned from reports in radiology from 1997 to 2006. Radiology. 253: 822-30. PMID 19864510 DOI: 10.1148/Radiol.2533081632  0.337
2009 Edwards DC, Metz CE. Comparing the performance of two observers using a novel utility-based performance metric for ROC analysis Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7263. DOI: 10.1117/12.810778  0.309
2008 Metz CE. ROC analysis in medical imaging: a tutorial review of the literature. Radiological Physics and Technology. 1: 2-12. PMID 20821157 DOI: 10.1007/S12194-007-0002-1  0.374
2007 Edwards DC, Metz CE. Optimization of restricted ROC surfaces in three-class classification tasks. Ieee Transactions On Medical Imaging. 26: 1345-56. PMID 17948725 DOI: 10.1109/Tmi.2007.898578  0.304
2007 Pesce LL, Metz CE. Reliable and computationally efficient maximum-likelihood estimation of "proper" binormal ROC curves. Academic Radiology. 14: 814-29. PMID 17574132 DOI: 10.1016/J.Acra.2007.03.012  0.302
2007 Wagner RF, Metz CE, Campbell G. Assessment of medical imaging systems and computer aids: a tutorial review. Academic Radiology. 14: 723-48. PMID 17502262 DOI: 10.1016/J.Acra.2007.03.001  0.363
2006 Metz CE. Receiver operating characteristic analysis: a tool for the quantitative evaluation of observer performance and imaging systems. Journal of the American College of Radiology : Jacr. 3: 413-22. PMID 17412096 DOI: 10.1016/J.Jacr.2006.02.021  0.391
2006 He X, Metz CE, Tsui BM, Links JM, Frey EC. Three-class ROC analysis--a decision theoretic approach under the ideal observer framework. Ieee Transactions On Medical Imaging. 25: 571-81. PMID 16689261 DOI: 10.1109/Tmi.2006.871416  0.312
2006 Jiang Y, Metz CE. A quadratic model for combining quantitative diagnostic assessments from radiologist and computer in computer-aided diagnosis. Academic Radiology. 13: 140-51. PMID 16428048 DOI: 10.1016/J.Acra.2005.11.004  0.325
2005 Liu B, Metz CE, Jiang Y. Effect of correlation on combining diagnostic information from two images of the same patient. Medical Physics. 32: 3329-38. PMID 16372412 DOI: 10.1118/1.2064787  0.414
2005 Drukker K, Giger ML, Metz CE. Robustness of computerized lesion detection and classification scheme across different breast US platforms. Radiology. 237: 834-40. PMID 16304105 DOI: 10.1148/Radiol.2373041418  0.336
2004 Liu B, Metz CE, Jiang Y. An ROC comparison of four methods of combining information from multiple images of the same patient. Medical Physics. 31: 2552-63. PMID 15487738 DOI: 10.1118/1.1776674  0.411
2004 Dodd LE, Wagner RF, Armato SG, McNitt-Gray MF, Beiden S, Chan HP, Gur D, McLennan G, Metz CE, Petrick N, Sahiner B, Sayre J. Assessment methodologies and statistical issues for computer-aided diagnosis of lung nodules in computed tomography: contemporary research topics relevant to the lung image database consortium. Academic Radiology. 11: 462-75. PMID 15109018 DOI: 10.1016/S1076-6332(03)00814-6  0.365
2003 Abe H, MacMahon H, Engelmann R, Li Q, Shiraishi J, Katsuragawa S, Aoyama M, Ishida T, Ashizawa K, Metz CE, Doi K. Computer-aided diagnosis in chest radiography: results of large-scale observer tests at the 1996-2001 RSNA scientific assemblies. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 23: 255-65. PMID 12533660 DOI: 10.1148/Rg.231025129  0.316
2003 Pan X, Kao C, Sidky EY, Zou Y, Metz CE. /spl pi/-scheme short-scan SPECT and image reconstruction with nonuniform attenuation Ieee Transactions On Nuclear Science. 50: 87-96. DOI: 10.1109/Tns.2002.807917  0.348
2002 Edwards DC, Kupinski MA, Metz CE, Nishikawa RM. Maximum likelihood fitting of FROC curves under an initial-detection-and-candidate-analysis model. Medical Physics. 29: 2861-70. PMID 12512721 DOI: 10.1118/1.1524631  0.37
2002 Wagner RF, Beiden SV, Campbell G, Metz CE, Sacks WM. Assessment of medical imaging and computer-assist systems: lessons from recent experience. Academic Radiology. 9: 1264-77. PMID 12449359 DOI: 10.1016/S1076-6332(03)80560-3  0.35
2002 Pan X, Sidky EY, Kao CM, Zou Y, Metz CE. Short-scan SPECT imaging with non-uniform attenuation and 3D distance-dependent spatial resolution. Physics in Medicine and Biology. 47: 2811-33. PMID 12200941 DOI: 10.1088/0031-9155/47/15/319  0.369
2001 Beiden SV, Wagner RF, Campbell G, Metz CE, Jiang Y. Components-of-variance models for random-effects ROC analysis: the case of unequal variance structures across modalities. Academic Radiology. 8: 605-615. PMID 11450961 DOI: 10.1016/S1076-6332(03)80685-2  0.333
2001 Wagner RF, Beiden SV, Metz CE. Continuous versus categorical data for ROC analysis: some quantitative considerations. Academic Radiology. 8: 328-334. PMID 11293781 DOI: 10.1016/S1076-6332(03)80502-0  0.351
1999 Metz CE, Pan X. ”Proper” binormal ROC curves: theory and maximum-likelihood estimation Journal of Mathematical Psychology. 43: 1-33. PMID 10069933 DOI: 10.1006/Jmps.1998.1218  0.317
1998 Metz CE, Herman BA, Roe CA. Statistical Comparison of Two ROC-curve Estimates Obtained from Partially-paired Datasets Medical Decision Making. 18: 110-121. PMID 9456215 DOI: 10.1177/0272989X9801800118  0.322
1997 Chen SJ, Metz CE. Improved determination of biplane imaging geometry from two projection images and its application to three-dimensional reconstruction of coronary arterial trees. Medical Physics. 24: 633-654. PMID 9167155 DOI: 10.1118/1.598129  0.366
1997 Roe CA, Metz CE. Dorfman-Berbaum-Metz method for statistical analysis of multireader, multimodality receiver operating characteristic data: Validation with computer simulation Academic Radiology. 4: 298-303. PMID 9110028 DOI: 10.1016/S1076-6332(97)80032-3  0.355
1997 Pan X, Metz CE. Non-iterative methods and their noise characteristics in 2D SPECT image reconstruction Ieee Transactions On Nuclear Science. 44: 1388-1397. DOI: 10.1109/23.597018  0.378
1996 Halpern EJ, Albert M, Krieger AM, Metz CE, Maidment AD. Comparison of receiver operating characteristic curves on the basis of optimal operating points Academic Radiology. 3: 245-253. PMID 8796672 DOI: 10.1016/S1076-6332(96)80451-X  0.332
1996 Pan X, Metz CE, Chen C. Correction to "A Class of Analytical Methods That Compensate for Attenuation and Spatially-Variant Resolution in 2D SPECT" [Erratum] Ieee Transactions On Nuclear Science. 43: 3377-3377. DOI: 10.1109/Tns.1996.552758  0.545
1995 Metz CE, Wagner RF, Doi K, Brown DG, Nishikawa RM, Myers KJ. Toward consensus on quantitative assessment of medical imaging systems. Medical Physics. 22: 1057-61. PMID 7565380 DOI: 10.1118/1.597511  0.375
1995 Hoffmann KR, Metz CE, Chen Y. Determination of 3D imaging geometry and object configurations from two biplane views: an enhancement of the Metz-Fencil technique. Medical Physics. 22: 1219-27. PMID 7476707 DOI: 10.1118/1.597559  0.359
1994 Nishikawa RM, Giger ML, Doi K, Metz CE, Yin FF, Vyborny CJ, Schmidt RA. Effect of case selection on the performance of computer-aided detection schemes. Medical Physics. 21: 265-9. PMID 8177159 DOI: 10.1118/1.597287  0.314
1993 Wu Y, Doi K, Metz CE, Asada N, Giger ML. Simulation studies of data classification by artificial neural networks: potential applications in medical imaging and decision making. Journal of Digital Imaging. 6: 117-25. PMID 8334172 DOI: 10.1007/Bf03168438  0.3
1993 Hoffmann KR, MacMahon H, Doi K, Metz CE, Yao L, Abe K. Evaluation of an enhanced digital film-duplication system by receiver operating characteristic analysis. Investigative Radiology. 28: 1134-8. PMID 8307717 DOI: 10.1097/00004424-199312000-00010  0.348
1992 Rockette HE, Gur D, Metz CE. The use of continuous and discrete confidence judgments in receiver operating characteristic studies of diagnostic imaging techniques Investigative Radiology. 27: 169-172. PMID 1601610 DOI: 10.1097/00004424-199202000-00016  0.349
1992 Metz CE, Shen JH. Gains in Accuracy from Replicated Readings of Diagnostic Images:Prediction and Assessment in Terms of ROC Analysis Medical Decision Making. 12: 60-75. PMID 1538634 DOI: 10.1177/0272989X9201200110  0.395
1991 Yin FF, Giger ML, Doi K, Metz CE, Vyborny CJ, Schmidt RA. Computerized detection of masses in digital mammograms: analysis of bilateral subtraction images. Medical Physics. 18: 955-63. PMID 1961160 DOI: 10.1118/1.596610  0.35
1991 Chen CT, Ouyang X, Ordonez C, Metz CE, Wong WH, Hu X, Johnson VE. Sensor Fusion In Image Reconstruction Ieee Transactions On Nuclear Science. 38: 687-692. DOI: 10.1109/23.289375  0.572
1990 Gur D, Rockette HE, Good WF, Slasky BS, Cooperstein LA, Straub WH, Obuchowski NA, Metz CE. Effect of observer instruction on ROC study of chest images. Investigative Radiology. 25: 230-4. PMID 2332308 DOI: 10.1097/00004424-199003000-00004  0.375
1990 Rockette HE, Gur D, Cooperstein LA, Obuchowski NA, King JL, Fuhrman CR, Tabor EK, Metz CE. Effect of two rating formats in multi-disease ROC study of chest images Investigative Radiology. 25: 225-229. PMID 2332307 DOI: 10.1097/00004424-199003000-00002  0.315
1990 Fencil LE, Metz CE. Propagation and reduction of error in three-dimensional structure determined from biplane views of unknown orientation. Medical Physics. 17: 951-961. PMID 2280738 DOI: 10.1118/1.596462  0.362
1990 Giger ML, Ahn N, Doi K, MacMahon H, Metz CE. Computerized detection of pulmonary nodules in digital chest images: use of morphological filters in reducing false-positive detections. Medical Physics. 17: 861-5. PMID 2233573 DOI: 10.1118/1.596478  0.313
1990 Chen CT, Hu X, Metz CE, Johnson VE, Wong WH. Bayesian image reconstruction in positron emission tomography Ieee Transactions On Nuclear Science. 37: 636-641. DOI: 10.1109/23.106690  0.614
1989 Metz CE, Fencil LE. Determination of three-dimensional structure in biplane radiography without prior knowledge of the relationship between the two views: theory. Medical Physics. 16: 45-51. PMID 2921979 DOI: 10.1118/1.596401  0.356
1989 Metz CE. Some practical issues of experimental design and data analysis in radiological ROC studies. Investigative Radiology. 24: 234-245. PMID 2753640 DOI: 10.1097/00004424-198903000-00012  0.355
1989 Metz CE, Chan HP, Doi K, Shen JH. Contrast enhancement of noisy images by windowing: limitations due to the finite dynamic range of the display system. Medical Physics. 16: 170-8. PMID 2716699 DOI: 10.1118/1.596369  0.343
1987 Chan HP, Vyborny CJ, MacMahon H, Metz CE, Doi K, Sickles EA. Digital Mammography: ROC Studies of the Effects of Pixel Size and Unsharp-Mask Filtering on the Detection of Subtle Microcalcifications Investigative Radiology. 22: 581-589. DOI: 10.1097/00004424-198707000-00010  0.368
1986 Metz CE. ROC methodology in radiologic imaging. Investigative Radiology. 21: 720-733. PMID 3095258 DOI: 10.1097/00004424-198609000-00009  0.404
1985 Giger ML, Doi K, Metz CE. Investigation of basic imaging properties in digital radiography. 2. Noise Wiener spectrum. Medical Physics. 11: 797-805. PMID 6513887 DOI: 10.1118/1.595583  0.351
1985 Loo LN, Doi K, Metz CE. Investigation of basic imaging properties in digital radiography. 4. Effect of unsharp masking on the detectability of simple patterns. Medical Physics. 12: 209-14. PMID 4000078 DOI: 10.1118/1.595775  0.339
1985 Metz CE. Evaluation of Image Quality by ROC Analysis : Concepts, Techniques, and Future Possibilities Japanese Journal of Radiological Technology. 41: 990-1002. DOI: 10.6009/Jjrt.Kj00001372226  0.335
1985 Chen C, Metz CE. A Simplified EM Reconstruction Algorithm for TOFPET Ieee Transactions On Nuclear Science. 32: 885-888. DOI: 10.1109/Tns.1985.4336960  0.604
1981 Tsui BMW, Beck RN, Doi K, Metz CE. Analysis of recorded image noise in nuclear medicine Physics in Medicine and Biology. 26: 883-902. PMID 7291309 DOI: 10.1088/0031-9155/26/5/008  0.328
1981 Hoop B, Metz CE. Operability of nuclear instruments for medical use in developing countries. A decision-analytic approach. Medical Decision Making. 1: 247-263. PMID 7052411 DOI: 10.1177/0272989X8100100305  0.311
1980 Metz CE, Atkins FB, Beck RN. The geometric transfer function component for scintillation camera collimators with straight parallel holes. Physics in Medicine and Biology. 25: 1059-1070. PMID 7208618 DOI: 10.1088/0031-9155/25/6/003  0.344
1980 Metz CE, Kronman HB. Statistical significance tests for binormal ROC curves Journal of Mathematical Psychology. 22: 218-243. DOI: 10.1016/0022-2496(80)90020-6  0.319
1979 Metz CE, Doi K. Transfer function analysis of radiographic imaging systems Physics in Medicine and Biology. 24: 1079-1106. PMID 394162 DOI: 10.1088/0031-9155/24/6/001  0.342
1978 Tsui B, Metz CE, Atkins FB, Starr SJ, Beck RN. A comparison of optimum detector spatial resolution in nuclear imaging based on statistical theory and on observer performance Physics in Medicine and Biology. 23: 654-676. PMID 704669 DOI: 10.1088/0031-9155/23/4/008  0.362
1978 Orphanoudakis SC, Strohbehn JW, Metz CE. Linearizing mechanisms in conventional tomographic imaging. Medical Physics. 5: 1-7. PMID 634228 DOI: 10.1118/1.594400  0.327
1978 Metz CE. Basic principles of ROC analysis Seminars in Nuclear Medicine. 8: 283-298. PMID 112681 DOI: 10.1016/S0001-2998(78)80014-2  0.332
1977 Haus AG, Doi K, Metz CE, Bernstein J. Image quality in mammography. Radiology. 125: 77-85. PMID 897192 DOI: 10.1148/125.1.77  0.341
1976 Metz CE, Starr SJ, Lusted LB. Observer performance in detecting multiple radiographic signals. Prediction and analysis using a generalized ROC approach. Radiology. 121: 337-347. PMID 981610 DOI: 10.1148/121.2.337  0.314
1976 Goodenough DJ, Metz CE. Implications of a ''Noisy'' observer to data processing techniques International Journal of Nuclear Medicine and Biology. 3: 169. DOI: 10.1016/0047-0740(76)90098-X  0.318
1975 Starr SJ, Metz CE, Lusted LB, Goodenough DJ. Visual detection and localization of radiographic images. Radiology. 116: 533-538. PMID 1153755 DOI: 10.1148/116.3.533  0.336
1974 Goodenough DJ, Metz CE. Effect of listening interval on auditory detection performance. Journal of the Acoustical Society of America. 55: 111-116. PMID 4815749 DOI: 10.1121/1.1928140  0.314
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