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Donald Geman

Active 1980–2024

79
Papers
29,380
Citations
36
h-index
58
i10-index

Citations

Citations per year for Donald Geman1969: 1 citations1973: 1 citations1981: 1 citations1982: 2 citations1984: 6 citations1985: 8 citations1986: 6 citations1987: 16 citations1988: 9 citations1989: 17 citations1990: 21 citations1991: 16 citations1992: 40 citations1993: 53 citations1994: 56 citations1995: 52 citations1996: 64 citations1997: 67 citations1998: 81 citations1999: 90 citations2000: 89 citations2001: 114 citations2002: 110 citations2003: 117 citations2004: 130 citations2005: 134 citations2006: 149 citations2007: 224 citations2008: 212 citations2009: 232 citations2010: 216 citations2011: 260 citations2012: 263 citations2013: 285 citations2014: 273 citations2015: 293 citations2016: 278 citations2017: 288 citations2018: 249 citations2019: 352 citations2020: 364 citations2021: 310 citations2022: 263 citations2023: 218 citations2024: 242 citations2025: 162 citations2026: 43 citations1970–1972: no citations, so these years are not shown1974–1980: no citations, so these years are not shown1983: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 2,100 citing papers, 28% of this breakdownChina: 987 citing papers, 13.2% of this breakdownFrance: 575 citing papers, 7.7% of this breakdownUnited Kingdom: 441 citing papers, 5.9% of this breakdownGermany: 342 citing papers, 4.6% of this breakdownCanada: 263 citing papers, 3.5% of this breakdownItaly: 197 citing papers, 2.6% of this breakdownSwitzerland: 169 citing papers, 2.2% of this breakdownIndia: 153 citing papers, 2% of this breakdownAustralia: 147 citing papers, 2% of this breakdownSouth Korea: 138 citing papers, 1.8% of this breakdownHong Kong: 133 citing papers, 1.8% of this breakdown
0%28%Other 24.7%

Institutions

Fields

  • Computer Science49.5%
  • Biochemistry, Genetics and Molecular Biology17.6%
  • Engineering12.2%
  • Medicine8.3%
  • Mathematics3%
  • Neuroscience2.3%
  • Other7.1%

Topics

  • Advanced Image and Video Retrieval Techniques4.2%
  • Image and Signal Denoising Methods4%
  • Medical Image Segmentation Techniques3.6%
  • Gene expression and cancer classification3.3%
  • Sparse and Compressive Sensing Techniques3%
  • Image Retrieval and Classification Techniques2.8%
  • Other79.1%

Coauthors

All papers

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

    Authors: Jeffrey T. Leek, Robert B. Scharpf, Héctor Corrada Bravo, David Simcha, Ben Langmead, W. Evan Johnson, Donald Geman, Keith Baggerly, Rafael A. Irizarry - Nature Reviews Genetics 2010 cited by 2,283

  2. Nonlinear image recovery with half-quadratic regularization

    Authors: Donald Geman, Chengda Yang - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 1995 cited by 998

  3. Shape Quantization And Recognition With Randomized Trees

    Authors: Yali Amit, Donald Geman - Neural Computation, Neural Comput. 1997 cited by 1,282

  4. Visual Turing test for computer vision systems

    Authors: Donald Geman, Stuart Geman, Neil Hallonquist, Laurent Younes - National Academy of Sciences, Proc. Natl. Acad. Sci. USA 2015 cited by 339

  5. Constrained Restoration and the Recovery of Discontinuities

    Authors: Donald Geman, George Reynolds - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 1992 cited by 1,085

  6. Comparing machines and humans on a visual categorization test

    Authors: François Fleuret, Ting Li, Charles Dubout, Emma K. Wampler, Steven Yantis, Donald Geman - National Academy of Sciences, Proc. Natl. Acad. Sci. USA 2011 cited by 143

  7. Simple decision rules for classifying human cancers from gene expression profiles

    Authors: Aik Choon Tan, Daniel Q. Naiman, Lei Xu, Raimond L. Winslow, Donald Geman - Computer applications in the biosciences, Bioinform. 2005 cited by 407

  8. Classifying Gene Expression Profiles from Pairwise mRNA Comparisons

    Authors: Donald Geman, Christian d'Avignon, Daniel Q. Naiman, Raimond L. Winslow - Statistical Applications in Genetics and Molecular Biology 2004 cited by 363

  9. Bayesian Image Analysis

    Authors: Donald Geman, Stuart Geman - Disordered Systems and Biological Organization 1986 cited by 48

  10. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

    Authors: Stuart Geman, Donald Geman - Elsevier eBooks, IEEE Trans. Pattern Anal. Mach. Intell. 1984 cited by 17,980

  11. Relative Expression Analysis for Molecular Cancer Diagnosis and Prognosis

    Authors: James A. Eddy, Jaeyun Sung, Donald Geman, Nathan D. Price - Technology in Cancer Research & Treatment 2010 cited by 161

  12. Longitudinal changes in brain metabolites in healthy controls and patients with first episode psychosis: a 7-Tesla MRS study

    Authors: Min Wang, Peter B. Barker, Nicola G. Cascella, Jennifer M. Coughlin, Gerald Nestadt, Frederick C. Nucifora, Thomas W. Sedlak, Alexandra Kelly, Laurent Younès, Donald Geman, Lena Palaniyappan, Akira Sawa, Kun Yang - Molecular Psychiatry 2023 cited by 39

  13. Variational Information Pursuit for Interpretable Predictions

    Authors: Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin David Haeffele, Donald Geman, René Vidal - ICLR 2023 cited by 26

  14. Computational Medicine: Translating Models to Clinical Care

    Authors: Raimond L. Winslow, Natalia A. Trayanova, Donald Geman, Michael I. Miller - Science Translational Medicine 2012 cited by 199

  15. switchBox: an R package for k-Top Scoring Pairs classifier development

    Authors: Bahman Afsari, Elana J. Fertig, Donald Geman, Luigi Marchionni - Bioinformatics, Bioinform. 2014 cited by 61

  16. Revisiting the tumorigenesis timeline with a data-driven generative model

    Authors: Kamel Lahouel, Laurent Younès, Ludmila Danilova, Francis M. Giardiello, Ralph H. Hruban, John D. Groopman, Kenneth W. Kinzler, Bert Vogelstein, Donald Geman, Cristian Tomasetti - National Academy of Sciences, Proceedings of the National Academy of Sciences 2019 cited by 58

  17. An Active Testing Model for Tracking Roads in Satellite Images

    Authors: Donald Geman, Bruno Jedynak - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 1996 cited by 499

  18. Large-scale integration of cancer microarray data identifies a robust common cancer signature

    Authors: Lei Xu, Donald Geman, Raimond L. Winslow - BMC Bioinformatics, BMC Bioinform. 2007 cited by 104

  19. Identifying Tightly Regulated and Variably Expressed Networks by Differential Rank Conservation (DIRAC)

    Authors: James A. Eddy, Leroy E. Hood, Nathan D. Price, Donald Geman - PLoS Computational Biology, PLoS Comput. Biol. 2010 cited by 97

  20. The ordering of expression among a few genes can provide simple cancer biomarkers and signal BRCA1 mutations

    Authors: Xue Lin, Bahman Afsari, Luigi Marchionni, Leslie Cope, Giovanni Parmigiani, Daniel Q. Naiman, Donald Geman - BMC Bioinformatics, BMC Bioinform. 2009 cited by 45

  21. Coarse-to-Fine Face Detection

    Authors: François Fleuret, Donald Geman - International Journal of Computer Vision, Int. J. Comput. Vis. 2000 cited by 274

  22. Confidence Sets for Fine-Grained Categorization and Plant Species Identification

    Authors: Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman - International Journal of Computer Vision, Int. J. Comput. Vis. 2014 cited by 22

  23. Tail Risk Constraints and Maximum Entropy

    Authors: Donald Geman, Hélyette Geman, Nassim Nicholas Taleb - Entropy 2014 cited by 20

  24. Multi-study Integration of Brain Cancer Transcriptomes Reveals Organ-Level Molecular Signatures

    Authors: Jaeyun Sung, Pan-Jun Kim, Shuyi Ma, Cory C. Funk, Andrew T. Magis, Yuliang Wang, Leroy E. Hood, Donald Geman, Nathan D. Price - PLoS Computational Biology, PLoS Comput. Biol. 2013 cited by 20