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DG

Donald Geman

Johns Hopkins University US

165

Publications

31,738

Citations

41

H-Index

80

i10-Index

0.83

2yr Mean Cite

-

Cite/Paper

Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar

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Publication & Citation Trends

Most Cited Works

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

Stuart Geman, Donald Geman

IEEE Transactions on Pattern Analysis and Machine Intelligence 1984

17,935

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

Jeffrey T. Leek, Robert B. Scharpf, Héctor Corrada Bravo, David Simcha, Ben Langmead +4 more

Nature Reviews Genetics 2010

2,228

Shape Quantization and Recognition with Randomized Trees

Yali Amit, Donald Geman

Neural Computation 1997

1,276

Constrained restoration and the recovery of discontinuities

Donald Geman, George O. Reynolds

IEEE Transactions on Pattern Analysis and Machine Intelligence 1992

1,083

Nonlinear image recovery with half-quadratic regularization

Donald Geman, Chengda Yang

IEEE Transactions on Image Processing 1995

987

Publications

165 total

Visual Turing test for computer vision systems PDF

Donald Geman, Stuart Geman, Neil Hallonquist, Laurent Younès - Proceedings of the National Academy of Sciences, 2015

Cited by 336 OpenAlex

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

Jeffrey T. Leek, Robert B. Scharpf, Héctor Corrada Bravo, David Simcha, Ben Langmead et al. - Nature Reviews Genetics, 2010

Cited by 2,228 OpenAlex

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

Aik Choon Tan, Daniel Q. Naiman, Lei Xu, Raimond L. Winslow, Donald Geman - Computer applications in the biosciences, 2005

Cited by 404 OpenAlex

Classifying Gene Expression Profiles from Pairwise mRNA Comparisons PDF

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

Cited by 359 OpenAlex

Coarse-to-Fine Face Detection

François Fleuret, Donald Geman - International Journal of Computer Vision, 2001

Cited by 274 OpenAlex

Shape Quantization and Recognition with Randomized Trees

Yali Amit, Donald Geman - Neural Computation, 1997

Cited by 1,276 OpenAlex

An active testing model for tracking roads in satellite images PDF

Donald Geman, Bruno Jedynak - IEEE Transactions on Pattern Analysis and Machine Intelligence, 1996

Cited by 499 OpenAlex

Nonlinear image recovery with half-quadratic regularization

Donald Geman, Chengda Yang - IEEE Transactions on Image Processing, 1995

Cited by 987 OpenAlex

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

Stuart Geman, Donald Geman - Journal of Applied Statistics, 1993

Cited by 981 OpenAlex

Constrained restoration and the recovery of discontinuities

Donald Geman, George O. Reynolds - IEEE Transactions on Pattern Analysis and Machine Intelligence, 1992

Cited by 1,083 OpenAlex

Research Topics

Gene expression and cancer classification (33) Image Retrieval and Classification Techniques (27) Advanced Image and Video Retrieval Techniques (22) Bioinformatics and Genomic Networks (18) Molecular Biology Techniques and Applications (16)

Frequent Co-Authors

ST

Stuart Geman

5 joint publications

DA

Daniel Q. Naiman

2 joint publications

RA

Raimond L. Winslow

2 joint publications

JE

Jeffrey T. Leek

1 joint publication

RO

Robert B. Scharpf

1 joint publication

HÉ

Héctor Corrada Bravo

1 joint publication

Affiliations

Université Paris-Sud

FR 1990 - 1990

École Normale Supérieure Paris-Saclay

FR 2005 - 2005

Institut national de recherche en informatique et en automatique

FR 2013 - 2005

Johns Hopkins University

US 2025 - 2003

Amherst College

US 1994 - 1977

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