Fabio Gonzalez

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Citations	14082	7366
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Angel Cruz-RoaSchool of Engineering, Universidad de los LlanosVerified email at unillanos.edu.co
Dipankar Dasgupta, IEEE Fellow, NAI...Hill Professor of Computer Science, The University of MemphisVerified email at memphis.edu
Eduardo RomeroUniversidad Nacional de ColombiaVerified email at unal.edu.co
Juan C. CaicedoUniversity of Wisconsin-MadisonVerified email at wisc.edu
John ArevaloBroad Institute of MIT and HarvardVerified email at broadinstitute.org
Manuel Montes-y-GómezNational Institute of Astrophysics, Optics and ElectronicsVerified email at inaoep.mx
Oscar J. PerdomoUniversidad Nacional de ColombiaVerified email at unal.edu.co
Anant MadabhushiDepartment of Biomedical Engineering, Professor, Biomedical Engineering, Emory Univ & Georgia TechVerified email at emory.edu
Thamar SolorioMBZUAI & University of HoustonVerified email at uh.edu
Raul Ramos-PollanProfessor of Computer Science, Universidad de AntioquiaVerified email at udea.edu.co
Olfa NasraouiProfessor of Computer Science & Engineering, University of Louisville, Louisville, KYVerified email at louisville.edu
Jorge CamargoUniversidad Nacional de ColombiaVerified email at unal.edu.co
Ajay BasavanhallyCase Western Reserve UniversityVerified email at case.edu
Michael D FeldmanIndiana UniversityVerified email at iu.edu
Henning MüllerProfessor in computer science at HES-SO & in radiology at the University of GenevaVerified email at hevs.ch
Jonatan GómezEngineering School, Universidad Nacional de ColombiaVerified email at unal.edu.co
Jorge A. Vanegas PhD.Universidad Nacional de ColombiaVerified email at unal.edu.co
Felipe Restrepo-CalleAssociate Professor, Universidad Nacional de ColombiaVerified email at unal.edu.co
Sebastian OtáloraKaiko.aiVerified email at kaiko.ai
Sergio JimenezInstituto Caro y Cuervo, Bogotá, ColombiaVerified email at caroycuervo.gov.co

Fabio Gonzalez

Full Professor, Comp. Systems and Industrial Eng. Dept, National University of Colombia

Verified email at unal.edu.co - Homepage

machine learning artificial intelligence natural language processing computer vision biomedical


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Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks A Cruz-Roa, A Basavanhally, F González, H Gilmore, M Feldman, ... Medical Imaging 2014: Digital Pathology 9041, 904103, 2014	737	2014
An immunity-based technique to characterize intrusions in computer networks D Dasgupta, F González IEEE Transactions on evolutionary computation 6 (3), 281-291, 2002	583	2002
Representation learning for mammography mass lesion classification with convolutional neural networks J Arevalo, FA González, R Ramos-Pollán, JL Oliveira, MAG Lopez Computer methods and programs in biomedicine 127, 248-257, 2016	554	2016
Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent A Cruz-Roa, H Gilmore, A Basavanhally, M Feldman, S Ganesan, ... Scientific reports 7 (1), 46450, 2017	550	2017
Assessment of algorithms for mitosis detection in breast cancer histopathology images M Veta, PJ Van Diest, SM Willems, H Wang, A Madabhushi, A Cruz-Roa, ... Medical image analysis 20 (1), 237-248, 2015	520	2015
A deep learning architecture for image representation, visual interpretability and automated basal-cell carcinoma cancer detection AA Cruz-Roa, JE Arevalo Ovalle, A Madabhushi, FA González Osorio Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013	519	2013
Anomaly detection using real-valued negative selection FA González, D Dasgupta Genetic Programming and Evolvable Machines 4, 383-403, 2003	498	2003
Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features H Wang, A Cruz-Roa, A Basavanhally, H Gilmore, N Shih, M Feldman, ... Journal of Medical Imaging 1 (3), 034003-034003, 2014	421	2014
Gated multimodal units for information fusion J Arevalo, T Solorio, M Montes-y-Gómez, FA González arXiv preprint arXiv:1702.01992, 2017	404	2017
Artificial immune system (AIS) research in the last five years D Dasgupta, Z Ji, F Gonzalez The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 1, 123-130, 2003	380	2003
Combining negative selection and classification techniques for anomaly detection F Gonzalez, D Dasgupta, R Kozma Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	325	2002
A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images G Díaz, FA González, E Romero Journal of biomedical informatics 42 (2), 296-307, 2009	306	2009
Classifying phishing URLs using recurrent neural networks AC Bahnsen, EC Bohorquez, S Villegas, J Vargas, FA González 2017 APWG symposium on electronic crime research (eCrime), 1-8, 2017	260	2017
A randomized real-valued negative selection algorithm F Gonzalez, D Dasgupta, LF Niño International Conference on Artificial Immune Systems, 261-272, 2003	257	2003
Histopathology image classification using bag of features and kernel functions JC Caicedo, A Cruz, FA Gonzalez Artificial Intelligence in Medicine: 12th Conference on Artificial …, 2009	251	2009
Convolutional neural networks for authorship attribution of short texts P Shrestha, S Sierra, FA González, M Montes, P Rosso, T Solorio Proceedings of the 15th conference of the European chapter of the …, 2017	245	2017
Convolutional neural networks for mammography mass lesion classification J Arevalo, FA González, R Ramos-Pollán, JL Oliveira, MAG Lopez 2015 37th Annual international conference of the IEEE engineering in …, 2015	224	2015
Molecular analysis of the asense gene, a member of the achaete‐scute complex of Drosophila melanogaster, and its novel role in optic lobe development. F Gonzalez, S Romani, P Cubas, J Modolell, S Campuzano The EMBO journal 8 (12), 3553-3562, 1989	196	1989
Visual pattern mining in histology image collections using bag of features A Cruz-Roa, JC Caicedo, FA González Artificial intelligence in medicine 52 (2), 91-106, 2011	187	2011
The effect of binary matching rules in negative selection F González, D Dasgupta, J Gómez Genetic and Evolutionary Computation—GECCO 2003: Genetic and Evolutionary …, 2003	161	2003

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