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Gregory F. Cooper

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 57 3739 3634 1786 1722 262 22578

Gregory F. Cooper publications per year

The chart shows the history of publications by Gregory F. Cooper between 1984 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Gregory F. Cooper published across 43 years, from 1984 to 2026, averaging 7.6 papers a year. Output peaked at 30 publications in 2023. 13 of the 326 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 1984 to 2026. Vertical axis: number of publications, 0 to 30. Peak 30 publications in 2023. 1984: 1 publication 1985: 0 publications 1986: 1 publication 1987: 3 publications 1988: 4 publications 1989: 6 publications 1990: 10 publications 1991: 9 publications 1992: 4 publications 1993: 6 publications 1994: 2 publications 1995: 6 publications 1996: 6 publications 1997: 4 publications 1998: 10 publications 1999: 10 publications 2000: 5 publications 2001: 7 publications 2002: 6 publications 2003: 8 publications 2004: 11 publications 2005: 8 publications 2006: 5 publications 2007: 8 publications 2008: 7 publications 2009: 6 publications 2010: 12 publications 2011: 8 publications 2012: 7 publications 2013: 17 publications 2014: 6 publications 2015: 9 publications 2016: 7 publications 2017: 11 publications 2018: 6 publications 2019: 9 publications 2020: 14 publications 2021: 8 publications 2022: 8 publications 2023: 30 publications 2024: 8 publications 2025: 11 publications 2026: 2 publications
1984 2026

326 publications in total across all disciplines

View publications per year as a table
Gregory F. Cooper: publications per year, 1984 to 2026
Year Publications
1984 1
1985 0
1986 1
1987 3
1988 4
1989 6
1990 10
1991 9
1992 4
1993 6
1994 2
1995 6
1996 6
1997 4
1998 10
1999 10
2000 5
2001 7
2002 6
2003 8
2004 11
2005 8
2006 5
2007 8
2008 7
2009 6
2010 12
2011 8
2012 7
2013 17
2014 6
2015 9
2016 7
2017 11
2018 6
2019 9
2020 14
2021 8
2022 8
2023 30
2024 8
2025 11
2026 2
Total 326
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Gregory F. Cooper publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Gregory F. Cooper sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 262–271 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 262 publications — 65th percentile

65% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301 262
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Gregory F. Cooper D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Gregory F. Cooper sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 56–57 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 57 D-Index — 74th percentile

74% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458 57
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Overview

Gregory F. Cooper is affiliated with the University of Pittsburgh in the United States. Their research spans multiple disciplines, including Medicine, Computer Science, and Biochemistry, Genetics and Molecular Biology. This interdisciplinary focus is reflected in their work that integrates computational methods with health sciences.

Cooper's research covers major subfields such as Artificial Intelligence, Molecular Biology, Health Information Management, Epidemiology, and Surgery. The scientist's main topics of study include Bayesian Modeling and Causal Inference, Electronic Health Records Systems, Machine Learning in Healthcare, Healthcare Technology and Patient Monitoring, Artificial Intelligence in Healthcare, Bioinformatics and Genomic Networks, and Cancer Genomics and Diagnostics.

Some of Gregory F. Cooper's recent papers include:

  • Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study (2020, Journal of Medical Internet Research)
  • Heterogeneity in the Effect of Early Goal-Directed Therapy for Septic Shock: A Secondary Analysis of Two Multicenter International Trials (2024, Critical Care Medicine)
  • A Bayesian approach for detecting a disease that is not being modeled (2020, PLoS ONE)
  • Graphical Presentations of Clinical Data in a Learning Electronic Medical Record (2020, Applied Clinical Informatics)
  • Evaluation of eye tracking for a decision support application (2021, JAMIA Open)

Frequent co-authors collaborating with Cooper include:

  • Harry Hochheiser
  • Shyam Visweswaran
  • Xinghua Lu
  • Andrew J. King
  • Gilles Clermont

The scientist frequently publishes in venues such as bioRxiv (Cold Spring Harbor Laboratory), arXiv (Cornell University), JAMIA Open, Pain, and SSRN Electronic Journal, indicating active engagement with platforms centered on biomedical informatics, computational biology, and medical research.

Best Publications

  • A Bayesian Method for the Induction of Probabilistic Networks from Data

    Gregory F. Cooper;Edward Herskovits

  • The computational complexity of probabilistic inference using Bayesian belief networks (research note)

    Gregory F. Cooper

  • A simple algorithm for identifying negated findings and diseases in discharge summaries

    Wendy Webber Chapman;Will Bridewell;Paul Hanbury;Gregory F. Cooper

  • The ALARM Monitoring System: A Case Study with two Probabilistic Inference Techniques for Belief Networks

    Ingo A. Beinlich;Henri Jacques Suermondt;R. Martin Chavez;Gregory F. Cooper

  • Obtaining well calibrated probabilities using bayesian binning

    Mahdi Pakdaman Naeini;Gregory F. Cooper;Milos Hauskrecht

  • Computation, Causation, and Discovery

    Clark N. Glymour;Gregory Floyd Cooper

  • Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base. I. The probabilistic model and inference algorithms.

    M A Shwe;B Middleton;D E Heckerman;M Henrion

  • A Bayesian method for constructing Bayesian belief networks from databases

    Gregory F. Cooper;Edward Herskovits

  • A Bayesian Approach to Causal Discovery

    David Heckerman;Christopher Meek;Gregory Cooper

  • An Evaluation of Machine-Learning Methods for Predicting Pneumonia Mortality

    Gregory F. Cooper;Constantin F. Aliferis;Richard Ambrosino;John M. Aronis

  • NESTOR: A Computer-Based Medical Diagnostic Aid That Integrates Causal and Probabilistic Knowledge.

    G F Cooper

  • Causal discovery from a mixture of experimental and observational data

    Gregory F. Cooper;Changwon Yoo

  • Bayesian network anomaly pattern detection for disease outbreaks

    Weng-Keen Wong;Andrew Moore;Gregory Cooper;Michael Wagner

  • A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships

    Gregory F. Cooper

  • Reflection and action under scarce resources: theoretical principles and empirical study

    Eric J. Horvitz;Gregory F. Cooper;David E. Heckerman

  • Evaluation of negation phrases in narrative clinical reports.

    Wendy W. Chapman;Will Bridewell;Paul Hanbury;Gregory F. Cooper

  • Accelerating U.S. EHR adoption: How to get there from here. Recommendations based on the 2004 ACMI retreat

    Blackford Middleton;W. Ed Hammond;Patricia F. Brennan;Gregory F. Cooper

  • Precision Oncology beyond Targeted Therapy: Combining Omics Data with Machine Learning Matches the Majority of Cancer Cells to Effective Therapeutics.

    Michael Q. Ding;Lujia Chen;Gregory F. Cooper;Jonathan D. Young

  • Rule-based anomaly pattern detection for detecting disease outbreaks

    Weng-Keen Wong;Andrew Moore;Gregory Cooper;Michael Wagner

  • an entropy-driven system for construction of probabilistic expert systems from databases

    Edward Herskovits;Gregory F. Cooper

  • A Method for Using Belief Networks as Influence Diagrams

    Gregory F. Cooper

  • Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence

    Gregory F. Cooper;Serafín Moral

Frequent Co-Authors

Michael Wagner
Michael Wagner TU Dresden
Bruce G. Buchanan
Bruce G. Buchanan University of Pittsburgh
Constantin F. Aliferis
Constantin F. Aliferis University of Minnesota
Wendy W. Chapman
Wendy W. Chapman University of Melbourne
Peter J. Haug
Peter J. Haug University of Utah
David Heckerman
David Heckerman Microsoft (United States)
Weng-Keen Wong
Weng-Keen Wong Oregon State University
Eric Horvitz
Eric Horvitz Microsoft (United States)
Andrew W. Moore
Andrew W. Moore Carnegie Mellon University
Randolph A. Miller
Randolph A. Miller Vanderbilt University

External Links

Personal website of Gregory F. Cooper Google Scholar page

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Best Scientists Citing Gregory F. Cooper

Marek J. Druzdzel

Marek J. Druzdzel

University of Pittsburgh

Publications: 72

David Heckerman

David Heckerman

Microsoft (United States)

Publications: 65

Pedro Larrañaga

Pedro Larrañaga

Technical University of Madrid

Publications: 57

Eric Horvitz

Eric Horvitz

Microsoft (United States)

Publications: 53

Dan Geiger

Dan Geiger

Technion – Israel Institute of Technology

Publications: 43

Nir Friedman

Nir Friedman

Weizmann Institute of Science

Publications: 42

Serafín Moral

Serafín Moral

University of Granada

Publications: 36

Luis M. de Campos

Luis M. de Campos

University of Granada

Publications: 35

Rudolf Kruse

Rudolf Kruse

Otto-von-Guericke University Magdeburg

Publications: 34

Nigam H. Shah

Nigam H. Shah

Stanford University

Publications: 30

Joris M. Mooij

Joris M. Mooij

University of Amsterdam

Publications: 29

Tom Heskes

Tom Heskes

Radboud University

Publications: 29

Daphne Koller

Daphne Koller

insitro Inc.

Publications: 27

Riccardo Bellazzi

Riccardo Bellazzi

University of Pavia

Publications: 27

Concha Bielza

Concha Bielza

Technical University of Madrid

Publications: 27

Rina Dechter

Rina Dechter

University of California, Irvine

Publications: 26

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