Charles E. Metz

22.5k total citations · 6 hit papers
205 papers, 17.3k citations indexed

About

Charles E. Metz is a scholar working on Radiology, Nuclear Medicine and Imaging, Artificial Intelligence and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Charles E. Metz has authored 205 papers receiving a total of 17.3k indexed citations (citations by other indexed papers that have themselves been cited), including 104 papers in Radiology, Nuclear Medicine and Imaging, 82 papers in Artificial Intelligence and 38 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Charles E. Metz's work include AI in cancer detection (54 papers), Medical Imaging Techniques and Applications (51 papers) and Radiomics and Machine Learning in Medical Imaging (32 papers). Charles E. Metz is often cited by papers focused on AI in cancer detection (54 papers), Medical Imaging Techniques and Applications (51 papers) and Radiomics and Machine Learning in Medical Imaging (32 papers). Charles E. Metz collaborates with scholars based in United States, United Kingdom and Canada. Charles E. Metz's co-authors include Kevin S. Berbaum, Donald D. Dorfman, Maryellen L. Giger, B. Herman, Xiaochuan Pan, Kunio Doi, Carl J. Vyborny, Robert M. Nishikawa, Kazuteru Doi and Cheryl Roe and has published in prestigious journals such as Radiology, The Journal of the Acoustical Society of America and The American Journal of Cardiology.

In The Last Decade

Charles E. Metz

203 papers receiving 16.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Basic principles of ROC analysis

1978 4.8k citations Charles E. Metz profile →
ROC Methodology in Radiologic Imaging

1986 1.3k citations Charles E. Metz Investigative Radiology profile →
Some Practical Issues of Experimental Design and Data Analysis in Radiological ROC Studies

1989 722 citations Charles E. Metz Investigative Radiology profile →
Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data

1998 656 citations Charles E. Metz, B. Herman et al. profile →
Receiver operating characteristic rating analysis. Generalization to the population of readers and patients with the jackknife method.

1992 627 citations Kevin S. Berbaum, Charles E. Metz et al. profile →
Receiver Operating Characteristic Rating Analysis

1992 574 citations Kevin S. Berbaum, Charles E. Metz et al. Investigative Radiology profile →

Peers

Countries citing papers authored by Charles E. Metz

Since Specialization

Citations

This map shows the geographic impact of Charles E. Metz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Charles E. Metz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Charles E. Metz more than expected).

Fields of papers citing papers by Charles E. Metz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Charles E. Metz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Charles E. Metz. The network helps show where Charles E. Metz may publish in the future.

Co-authorship network of co-authors of Charles E. Metz

This figure shows the co-authorship network connecting the top 25 collaborators of Charles E. Metz. A scholar is included among the top collaborators of Charles E. Metz based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Charles E. Metz. Charles E. Metz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Heat-Related Health Risks for People Experiencing Homelessness: A Rapid Review 2025 ·Journal of Urban Health ·(unknown), (unknown), Nick Kerman, Muhammad Farooq, Samantha Green, Shakoor Hajat, Glen P. Kenny, Robert D. Meade, Charles E. Metz, Vicky Stergiopoulos, Kwame McKenzie, Mardi Daley, (unknown), (unknown), Sean A. Kidd	2
2	Robust Shape Regression for Supervised Vessel Segmentation and its Application to Coronary Segmentation in CTA 2011 ·IEEE Transactions on Medical Imaging ·Michiel Schaap, Theo van Walsum, Lisan A. Neefjes, Charles E. Metz, Ermanno Capuano, Marleen de Bruijne, Wiro J. Niessen	44
3	On the Convexity of ROC Curves Estimated from Radiological Test Results 2010 ·Academic Radiology ·Lorenzo L. Pesce, Charles E. Metz, Kevin S. Berbaum	30
4	Recent Developments in the Dorfman-Berbaum-Metz Procedure for Multireader ROC Study Analysis 2008 ·Academic Radiology ·Stephen L. Hillis, Kevin S. Berbaum, Charles E. Metz	161
5	Prevalence Scaling 2008 ·Academic Radiology ·Karla Horsch, Maryellen L. Giger, Charles E. Metz	17
6	ROC analysis in medical imaging: a tutorial review of the literature 2007 ·Radiological Physics and Technology ·Charles E. Metz	91
7	The hypervolume under the ROC hypersurface of "Near-Guessing" and "Near-Perfect" observers in N-class classification tasks 2005 ·IEEE Transactions on Medical Imaging ·Darrin C. Edwards, Charles E. Metz, Robert M. Nishikawa	31
8	Computer-aided Diagnosis in Chest Radiography: Results of Large-Scale Observer Tests at the 1996–2001 RSNA Scientific Assemblies 2003 ·Radiographics ·Hiroyuki Abé, Heber MacMahon, Roger Engelmann, Qiang Li, Junji Shiraishi, Shigehiko Katsuragawa, Masahito Aoyama, Takayuki Ishida, Kazuto Ashizawa, Charles E. Metz, Kunio Doi	58
9	Short-scan SPECT imaging with non-uniform attenuation and 3D distance-dependent spatial resolution 2002 ·Physics in Medicine and Biology ·Xiaochuan Pan, Emil Y. Sidky, Chien-Min Kao, Yu Zou, Charles E. Metz	8
10	Maximum likelihood fitting of FROC curves under an initial‐detection‐and‐candidate‐analysis model 2002 ·Medical Physics ·Darrin C. Edwards, Matthew A. Kupinski, Charles E. Metz, Robert M. Nishikawa	53
11	Components-of-Variance Models for Random-Effects ROC Analysis 2001 ·Academic Radiology ·Sergey V. Beiden, Robert F. Wagner, Gregory Campbell, Charles E. Metz, Yulei Jiang	35
12	Cost-effectiveness in radiology 2000 ·European Radiology ·Martin J. Lipton, Charles E. Metz	2
13	Statistical Comparison of Two ROC-curve Estimates Obtained from Partially-paired Datasets 1998 ·Medical Decision Making ·Charles E. Metz, B. Herman, Cheryl Roe	294
14	Improved determination of biplane imaging geometry from two projection images and its application to three‐dimensional reconstruction of coronary arterial trees 1997 ·Medical Physics ·(unknown), Charles E. Metz	69
15	A receiver operating characteristic partial area index for highly sensitive diagnostic tests. 1996 ·Radiology ·Yulei Jiang, Charles E. Metz, Robert M. Nishikawa	201
16	Quantification of Failure To Demonstrate Statistical Significance 1993 ·Investigative Radiology ·Charles E. Metz	48
17	Effect of Two Rating Formats in Multi-Disease ROC Study of Chest Images 1990 ·Investigative Radiology ·Howard E. Rockette, David Gur, Lawrence A. Cooperstein, Nancy A. Obuchowski, Jill L. King, Carl R. Fuhrman, (unknown), Charles E. Metz	9
18	Determination of three‐dimensional structure in biplane radiography without prior knowledge of the relationship between the two views: Theory 1989 ·Medical Physics ·Charles E. Metz, (unknown)	89
19	Some Practical Issues of Experimental Design and Data Analysis in Radiological ROC Studies breakdown → 1989 ·Investigative Radiology ·Charles E. Metz	722
20	Evaluation of Image Quality by ROC Analysis : Concepts, Techniques, and Future Possibilities 1985 ·Japanese Journal of Radiological Technology ·Charles E. Metz	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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