Lucila Ohno-Machado

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29EEPedro A. F. Galante, Jeff Trimarchi, Constance L. Cepko, Sandro J. de Souza, Lucila Ohno-Machado, Winston Patrick Kuo: Automatic correspondence of tags and genes (ACTG): a tool for the analysis of SAGE, MPSS and SBS data. Bioinformatics 23(7): 903-905 (2007)
28EEBeatriz Stransky, Junior Barrera, Lucila Ohno-Machado, Sandro J. de Souza: Modeling Cancer: Integration of "omics" Information in Dynamic Systems. J. Bioinformatics and Computational Biology 5(4): 977-986 (2007)
27EEMichael E. Matheny, Frederic S. Resnic, Nipun Arora, Lucila Ohno-Machado: Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality. Journal of Biomedical Informatics 40(6): 688-697 (2007)
26EEStaal A. Vinterbo, Stephan Dreiseitl, Lucila Ohno-Machado: Approximation properties of haplotype tagging. BMC Bioinformatics 7: 8 (2006)
25EEGriffin Weber, Lucila Ohno-Machado, Stuart M. Shieber: Representation in stochastic search for phylogenetic tree reconstruction. Journal of Biomedical Informatics 39(1): 43-50 (2006)
24EESteven Haker, William M. Wells III, Simon K. Warfield, Ion-Florin Talos, Jui G. Bhagwat, Daniel Goldberg-Zimring, Asim Mian, Lucila Ohno-Machado, Kelly H. Zou: Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation. MICCAI 2005: 506-514
23EEStaal A. Vinterbo, Eun-Young Kim, Lucila Ohno-Machado: Small, fuzzy and interpretable gene expression based classifiers. Bioinformatics 21(9): 1964-1970 (2005)
22EELucila Ohno-Machado: Clinical machine learning. Journal of Biomedical Informatics 38(5): 345-346 (2005)
21EEMichael E. Matheny, Lucila Ohno-Machado, Frederic S. Resnic: Discrimination and calibration of mortality risk prediction models in interventional cardiology. Journal of Biomedical Informatics 38(5): 367-375 (2005)
20EEKelly H. Zou, Frederic S. Resnic, Ion-Florin Talos, Daniel Goldberg-Zimring, Jui G. Bhagwat, Steven Haker, Ron Kikinis, Ferenc A. Jolesz, Lucila Ohno-Machado: A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method. Journal of Biomedical Informatics 38(5): 395-403 (2005)
19EEThomas A. Lasko, Jui G. Bhagwat, Kelly H. Zou, Lucila Ohno-Machado: The use of receiver operating characteristic curves in biomedical informatics. Journal of Biomedical Informatics 38(5): 404-415 (2005)
18EEGriffin Weber, Staal A. Vinterbo, Lucila Ohno-Machado: Multivariate selection of genetic markers in diagnostic classification. Artificial Intelligence in Medicine 31(2): 155-167 (2004)
17EELucila Ohno-Machado: Research on machine learning issues in biomedical informatics modeling. Journal of Biomedical Informatics 37(4): 221-223 (2004)
16EERichard Butterworth, Dan A. Simovici, Gustavo S. Santos, Lucila Ohno-Machado: A greedy algorithm for supervised discretization. Journal of Biomedical Informatics 37(4): 285-292 (2004)
15EEWinston Patrick Kuo, Eun-Young Kim, Jeff Trimarchi, Tor-Kristian Jenssen, Staal A. Vinterbo, Lucila Ohno-Machado: A primer on gene expression and microarrays for machine learning researchers. Journal of Biomedical Informatics 37(4): 293-303 (2004)
14EELucila Ohno-Machado, Winston Patrick Kuo: Stochastic Algorithms for Gene Expression Analysis (Invited Talk). SAGA 2003: 39-49
13EEAndreas Alexander Albrecht, Staal A. Vinterbo, Lucila Ohno-Machado: An Epicurean learning approach to gene-expression data classification. Artificial Intelligence in Medicine 28(1): 75-87 (2003)
12EEAndreas Alexander Albrecht, Staal A. Vinterbo, C. K. Wong, Lucila Ohno-Machado: A Simulated Annealing and Resampling Method for Training Perceptrons to Classify Gene-Expression Data. ICANN 2002: 401-407
11 Winston Patrick Kuo, Tor-Kristian Jenssen, Atul J. Butte, Lucila Ohno-Machado, Isaac S. Kohane: Analysis of matched mRNA measurements from two different microarray technologies. Bioinformatics 18(3): 405-412 (2002)
10EEJu-Han Kim, Isaac S. Kohane, Lucila Ohno-Machado: Visualization and evaluation of clusters for exploratory analysis of gene expression data. Journal of Biomedical Informatics 35(1): 25-36 (2002)
9EEStephan Dreiseitl, Lucila Ohno-Machado: Logistic regression and artificial neural network classification models: a methodology review. Journal of Biomedical Informatics 35(5-6): 352-359 (2002)
8EELucila Ohno-Machado, Staal A. Vinterbo, Griffin Weber: Classification of gene expression data using fuzzy logic. Journal of Intelligent and Fuzzy Systems 12(1): 19-24 (2002)
7EEJu-Han Kim, Lucila Ohno-Machado, Isaac S. Kohane: Unsupervised Learning from Complex Data: The Matrix Incision Tree Algorithm. Pacific Symposium on Biocomputing 2001: 30-41
6EEStephan Dreiseitl, Lucila Ohno-Machado, Harald Kittler, Staal A. Vinterbo, Holger Billhardt, Michael Binder: A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. Journal of Biomedical Informatics 34(1): 28-36 (2001)
5EELucila Ohno-Machado: Modeling Medical Prognosis: Survival Analysis Techniques. Journal of Biomedical Informatics 34(6): 428-439 (2001)
4 Staal A. Vinterbo, Lucila Ohno-Machado: A genetic algorithm approach to multi-disorder diagnosis. Artificial Intelligence in Medicine 18(2): 117-132 (2000)
3 Aleksander Øhrn, Lucila Ohno-Machado: Using Boolean reasoning to anonymize databases. Artificial Intelligence in Medicine 15(3): 235-254 (1999)
2EELucila Ohno-Machado, Mark A. Musen: Modular Neural Networks for Medical Prognosis: Quantifying the Benefits of Combining Neural Networks for Survival Prediction. Connect. Sci. 9(1): 71-86 (1997)
1 Lucila Ohno-Machado, Mark A. Musen: Learning Rare Categories in Backpropagation. SBIA 1995: 201-209

Coauthor Index

1Andreas Alexander Albrecht [12] [13]
2Nipun Arora [27]
3Junior Barrera [28]
4Jui G. Bhagwat [19] [20] [24]
5Holger Billhardt [6]
6Michael Binder [6]
7Atul J. Butte [11]
8Richard Butterworth [16]
9Constance L. Cepko [29]
10Stephan Dreiseitl [6] [9] [26]
11Pedro A. F. Galante [29]
12Daniel Goldberg-Zimring [20] [24]
13Steven Haker [20] [24]
14Tor-Kristian Jenssen [11] [15]
15Ferenc A. Jolesz [20]
16Ron Kikinis [20]
17Eun-Young Kim [15] [23]
18Ju-Han Kim [7] [10]
19Harald Kittler [6]
20Isaac S. Kohane [7] [10] [11]
21Winston Patrick Kuo [11] [14] [15] [29]
22Thomas A. Lasko [19]
23Michael E. Matheny [21] [27]
24Asim Mian [24]
25Mark A. Musen [1] [2]
26Aleksander Øhrn [3]
27Frederic S. Resnic [20] [21] [27]
28Gustavo S. Santos [16]
29Stuart M. Shieber [25]
30Dan A. Simovici [16]
31Sandro J. de Souza [28] [29]
32Beatriz Stransky [28]
33Ion-Florin Talos [20] [24]
34Jeff Trimarchi [15] [29]
35Staal A. Vinterbo [4] [6] [8] [12] [13] [15] [18] [23] [26]
36Simon K. Warfield [24]
37Griffin Weber [8] [18] [25]
38William M. Wells III [24]
39Chak-Kuen Wong (C. K. Wong) [12]
40Kelly H. Zou [19] [20] [24]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)