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Donald Geman

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 41 8544 8303 3650 3510 141 45667

Donald Geman publications per year

The chart shows the history of publications by Donald Geman between 1972 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Donald Geman published across 54 years, from 1972 to 2025, averaging 3 papers a year. Output peaked at 11 publications in 2006. 6 of the 163 publications appeared in the last two years.

No. of publications
2 4 6 8 10
Bar chart. Horizontal axis: year, 1972 to 2025. Vertical axis: number of publications, 0 to 11. Peak 11 publications in 2006. 1972: 1 publication 1973: 3 publications 1974: 2 publications 1975: 2 publications 1976: 5 publications 1977: 1 publication 1978: 1 publication 1979: 1 publication 1980: 1 publication 1981: 1 publication 1982: 0 publications 1983: 0 publications 1984: 4 publications 1985: 0 publications 1986: 1 publication 1987: 4 publications 1988: 0 publications 1989: 0 publications 1990: 4 publications 1991: 2 publications 1992: 2 publications 1993: 2 publications 1994: 3 publications 1995: 2 publications 1996: 1 publication 1997: 3 publications 1998: 2 publications 1999: 1 publication 2000: 4 publications 2001: 2 publications 2002: 4 publications 2003: 4 publications 2004: 7 publications 2005: 6 publications 2006: 11 publications 2007: 4 publications 2008: 6 publications 2009: 4 publications 2010: 3 publications 2011: 4 publications 2012: 2 publications 2013: 6 publications 2014: 5 publications 2015: 7 publications 2016: 3 publications 2017: 4 publications 2018: 3 publications 2019: 3 publications 2020: 4 publications 2021: 8 publications 2022: 0 publications 2023: 4 publications 2024: 1 publication 2025: 5 publications
1972 2025

163 publications in total across all disciplines

View publications per year as a table
Donald Geman: publications per year, 1972 to 2025
Year Publications
1972 1
1973 3
1974 2
1975 2
1976 5
1977 1
1978 1
1979 1
1980 1
1981 1
1982 0
1983 0
1984 4
1985 0
1986 1
1987 4
1988 0
1989 0
1990 4
1991 2
1992 2
1993 2
1994 3
1995 2
1996 1
1997 3
1998 2
1999 1
2000 4
2001 2
2002 4
2003 4
2004 7
2005 6
2006 11
2007 4
2008 6
2009 4
2010 3
2011 4
2012 2
2013 6
2014 5
2015 7
2016 3
2017 4
2018 3
2019 3
2020 4
2021 8
2022 0
2023 4
2024 1
2025 5
Total 163
Download as CSV

Donald Geman 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 Donald Geman 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, 132–141 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: 141 publications — 23rd percentile

23% 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
132–141 555 141
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
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

Donald Geman 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 Donald Geman 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, 40–41 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: 41 D-Index — 40th percentile

40% 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 41
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
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

Research.com Recognitions

  • 2015 - Member of the National Academy of Sciences
  • 2010 - SIAM Fellow For contributions to stochastic processes, image analysis, and statistical learning.

Overview

Donald Geman is affiliated with Johns Hopkins University in the United States. Their research spans multiple fields including Biochemistry, Genetics and Molecular Biology as well as Computer Science.

Their main subfields of study include:

  • Molecular Biology
  • Artificial Intelligence
  • Cancer Research
  • Computer Vision and Pattern Recognition
  • Radiology, Nuclear Medicine and Imaging

Key research topics explored by Geman are:

  • Gene expression and cancer classification
  • Metabolomics and Mass Spectrometry Studies
  • Molecular Biology Techniques and Applications
  • Single-cell and spatial transcriptomics
  • Advanced MRI Techniques and Applications
  • Lanthanide and Transition Metal Complexes
  • Microbial Metabolic Engineering and Bioproduction

Frequent coauthors collaborating with Geman include:

  • Laurent Younès (11 joint publications)
  • Luigi Marchionni (8 joint publications)
  • Wikum Dinalankara (7 joint publications)
  • Qian Ke (4 joint publications)
  • Akira Sawa (3 joint publications)

Publication venues where Geman has frequently published are:

  • bioRxiv (Cold Spring Harbor Laboratory) with 6 publications
  • Molecular Psychiatry
  • Metabolites
  • Preprints.org
  • IEEE Transactions on Information Forensics and Security

Notable recent papers authored include:

  • Longitudinal changes in brain metabolites in healthy controls and patients with first episode psychosis: a 7-Tesla MRS study (2023, Molecular Psychiatry)
  • Identifying Personalized Metabolic Signatures in Breast Cancer (2020, Metabolites)
  • Longitudinal changes in brain metabolites in healthy subjects and patients with first episode psychosis (FEP): a 7-Tesla MRS study (2020, bioRxiv)
  • Identifying personalized metabolic signatures in breast cancer (2020, Preprints.org)
  • Attribute Prototype Learning for Interactive Face Retrieval (2021, IEEE Transactions on Information Forensics and Security)

Geman has been recognized by several awards, including election as a Member of the National Academy of Sciences in 2015 and being named a SIAM Fellow in 2010 for contributions to stochastic processes, image analysis, and statistical learning.

Best Publications

  • Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images*

    Stuart Geman;Donald Geman

  • Tackling the widespread and critical impact of batch effects in high-throughput data

    Jeffrey T. Leek;Robert B. Scharpf;Héctor Corrada Bravo;Héctor Corrada Bravo;David Simcha

  • Shape quantization and recognition with randomized trees

    Yali Amit;Donald Geman

  • Constrained restoration and the recovery of discontinuities

    D. Geman;G. Reynolds

  • Nonlinear image recovery with half-quadratic regularization

    D. Geman;Chengda Yang

  • An active testing model for tracking roads in satellite images

    D. Geman;B. Jedynak

  • Boundary detection by constrained optimization

    D. Geman;S. Geman;C. Graffigne;P. Dong

  • Simple decision rules for classifying human cancers from gene expression profiles

    Aik Choon Tan;Daniel Q. Naiman;Lei Xu;Raimond L. Winslow

  • Classifying Gene Expression Profiles from Pairwise mRNA Comparisons

    Donald Geman;Christian d'Avignon;Daniel Q. Naiman;Raimond L. Winslow

  • Random fields and inverse problems in imaging

    D. Geman

  • Coarse-to-Fine Face Detection

    Francois Fleuret;Donald Geman

  • Visual Turing test for computer vision systems

    Donald Geman;Stuart Geman;Neil Hallonquist;Laurent Younes

  • Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled by Markov Random Fields

    Haluk Derin;Howard Elliott;Roberto Cristi;Donald Geman

  • Joint induction of shape features and tree classifiers

    Y. Amit;D. Geman;K. Wilder

  • A computational model for visual selection

    Yali Amit;Donald Geman

  • Computational Medicine: Translating Models to Clinical Care

    Raimond L. Winslow;Natalia Trayanova;Donald Geman;Michael I. Miller

  • A coarse-to-fine strategy for multiclass shape detection

    Y. Amit;D. Geman;X. Fan

  • Robust prostate cancer marker genes emerge from direct integration of inter-study microarray data

    Lei Xu;Aik Choon Tan;Daniel Q. Naiman;Donald Geman

  • A Local Time Analysis of Intersections of Brownian Paths in the Plane

    Donald Geman;Joseph Horowitz;Jay Rosen

  • Comparing machines and humans on a visual categorization test

    François Fleuret;Ting Li;Charles Dubout;Emma K. Wampler

  • Relative expression analysis for molecular cancer diagnosis and prognosis

    James A. Eddy;Jaeyun Sung;Donald Geman;Nathan D. Price

Frequent Co-Authors

Laurent Younes
Laurent Younes Johns Hopkins University
Nathan D. Price
Nathan D. Price University of Illinois at Urbana-Champaign
Nozha Boujemaa
Nozha Boujemaa French Institute for Research in Computer Science and Automation - INRIA
Joseph A. Califano
Joseph A. Califano University of California, San Diego
Leroy Hood
Leroy Hood University of Washington
Aik Choon Tan
Aik Choon Tan University of Utah
Jeffrey T. Leek
Jeffrey T. Leek Fred Hutchinson Cancer Research Center
Theo A. Knijnenburg
Theo A. Knijnenburg Altius Institute for Biomedical Sciences
Leslie Cope
Leslie Cope Johns Hopkins University School of Medicine
Bert Vogelstein
Bert Vogelstein Johns Hopkins University

External Links

Wikipedia of Donald Geman Personal website of Donald Geman Google Scholar page

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French Institute for Research in Computer Science and Automation - INRIA

Publications: 82

Xin-Yuan Song

Xin-Yuan Song

Chinese University of Hong Kong

Publications: 80

Alan L. Yuille

Alan L. Yuille

Johns Hopkins University

Publications: 71

Sik-Yum Lee

Sik-Yum Lee

Chinese University of Hong Kong

Publications: 69

Song-Chun Zhu

Song-Chun Zhu

Peking University

Publications: 59

Mila Nikolova

Mila Nikolova

École Normale Supérieure Paris-Saclay

Publications: 50

Edwin R. Hancock

Edwin R. Hancock

University of York

Publications: 45

Xavier Descombes

Xavier Descombes

French Institute for Research in Computer Science and Automation - INRIA

Publications: 43

Simon J. Godsill

Simon J. Godsill

University of Cambridge

Publications: 40

Jitendra Malik

Jitendra Malik

University of California, Berkeley

Publications: 40

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Publications: 39

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Publications: 38

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Thomas L. Griffiths

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Publications: 38

Faming Liang

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Publications: 38

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