Charles E. Metz

22.6k citations
204 papers · 17.3k · 6 hit papers · h-index 57

Impact in

Papers in

    • Medical Imaging Techniques and Applications 49
    • Radiomics and Machine Learning in Medical Imaging 22
    • Radiation Dose and Imaging 17
    • AI in cancer detection 45
    • Imbalanced Data Classification Techniques 19
    • Anomaly Detection Techniques and Applications 14

Charles E. Metz

202 papers receiving 16.6k citations

Charles E. Metz's Hit Papers

Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data 1998 · 655 citations
6550+16+32Years since publication10002.0k3.0k4.0k

Peers

Charles E. Metz
Comparison fields: 5 of 212
  • Radiology, Nuclear Medicine and Imaging 5.4k
  • Artificial Intelligence 3.8k
  • Statistics, Probability and Uncertainty 773
  • Pulmonary and Respiratory Medicine 2.9k
  • Health Information Management 368
Replace Barbara J. McNeil with:
Barbara J. McNeil United States
J A Hanley Canada
Kelly H. Zou United States
Nancy A. Obuchowski United States
J Martin Bland United Kingdom
David M. DeLong United States
Sabine Van Huffel Belgium
Daniel L. Clarke‐Pearson United States
Ying Lü United States
Richard Simon United States
Charles E. Metz relative to Barbara J. McNeil United States Barbara J. McNeil's profile →
Citations per field
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Barbara J. McNeil · 1×
Citations per year

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-authors

The 25 scholars most cited alongside Charles E. Metz, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Charles E. Metz Line = papers co-authored together Charles E. Metz links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 204 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Basic principles of ROC analysis
Hit paper breakdown →
19784791
2
ROC Methodology in Radiologic Imaging
Hit paper breakdown →
19861307
3
Some Practical Issues of Experimental Design and Data Analysis in Radiological ROC Studies
Hit paper breakdown →
1989722
4
Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data
Hit paper breakdown →
1998655
5
Receiver operating characteristic rating analysis. Generalization to the population of readers and patients with the jackknife method.
Hit paper breakdown →
1992629
6
Receiver Operating Characteristic Rating Analysis
Hit paper breakdown →
1992576
7 1993331
8 1998293
9 1990273
10 1999236
11 1980231
12 1999223
13 2006215
14 1996203
15
Critical evaluation of stress testing in the diagnosis of peripheral vascular disease.
1982194
16 1996187
17 1973173
18 2008161
19 1996158
20 1975150

About Charles E. Metz

Charles E. Metz is a scholar working on Radiology, Nuclear Medicine and Imaging, Artificial Intelligence, Biomedical Engineering, Pulmonary and Respiratory Medicine and Computer Vision and Pattern Recognition, having authored 204 papers that have together received 17.3k indexed citations. Recurring topics across this work include Medical Imaging Techniques and Applications (49 papers), AI in cancer detection (45 papers), Advanced X-ray and CT Imaging (28 papers), Digital Radiography and Breast Imaging (23 papers), Radiomics and Machine Learning in Medical Imaging (22 papers), Imbalanced Data Classification Techniques (19 papers), Radiation Dose and Imaging (17 papers) and Anomaly Detection Techniques and Applications (14 papers). The work is most often cited by research in Radiology, Nuclear Medicine and Imaging (5.4k citations), Artificial Intelligence (3.8k citations), Statistics, Probability and Uncertainty (773 citations), Pulmonary and Respiratory Medicine (2.9k citations) and Health Information Management (368 citations). Charles E. Metz has collaborated with scholars based in United States, United Kingdom and Netherlands. Frequent co-authors include Kevin S. Berbaum, Donald D. Dorfman, Maryellen L. Giger, B. Herman, Xiaochuan Pan, Carl J. Vyborny, Robert M. Nishikawa, Kazuteru Doi, Kunio Doi and Cheryl Roe. Their work appears in journals such as Radiology, Academic Radiology, Medical Physics, Physics in Medicine and Biology and Investigative Radiology.

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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