Publications

YearTitleAuthorsJournalAbstractSupplementary Material
2015Nutritional Markers and Body Composition in Hemodialysis PatientsRodolfo Valtuille, Maria Elisa Casos, Elmer Andres Fernandez, Adrian Guinsburg and Cristina MarelliInternational Scholarly Research Notices
Volume 2015 (2015), Article ID 695263, 7 pages
http://dx.doi.org/10.1155/2015/695263
Abstract
2015Contrasting gene expression patterns induced by levodopa and pramipexole treatments in the rat model of Parkinson's diseaseTaravini IR, Larramendy C, Gomez G, Saborido D, Spaans F, Fresno F, González G, Fernández EA, Murer MG, Gershanik, OS.
Neuropharmacology (IF. 4.8)Abstract
2014Spectral Bands Analysis of ECG Derived Signals in Chagasic PatientsE de la Rosa, EA FernándezVI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná, Argentina 29, 30 & 31 October 2014
IFMBE Proceedings Volume 49, 2015, pp 484-487
Abstract
2014lmdme: Linear Model on Designed Multivariate
Experiments in R
Fresno C, Balzarini MG, Fernández EA.Journal of Statistical Software, Vol. 56, Issue 7, Jan 2014Articlelmdme
Download
2014An Exploration Tool for Quality Analysis in Targeted Sequencing ExperimentsG.Merino , C.Fresno , D.Koile , P.Yankilevich , J.Sendoya , J.Oliver, A. Llera, EA FernandezVI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná, Argentina 29, 30 & 31 October 2014
IFMBE Proceedings Volume 49, 2015, pp 659-662
Abstract
2014Comparison of algorithms to infer genetic population structure from unlinked molecular markersA Peña-Malavera, C Bruno, E Fernandez, M BalzariniStatistical applications in genetics and molecular biology 13 (4), 391-402Abstract
2013Analysis of the Dialysis Dose in Different Clinical Situations: A Simulation-Based ApproachValtuille R, Sztejnberg M and Fernandez EABOOK: Hemodialysis. Edited by Hiromichi Suzuki, ISBN 978-953-51-0988-4, Hard cover, 866 pages, Publisher: InTech, Published: February 27, 2013 under CC BY 3.0 licenseChapter
2013RDAVIDWebService: a versatile R interface to DAVIDFresno C, Fernández EA.Bioinformatics 2013; doi: 10.1093/bioinformatics/btt487AbstractRDAVIDWebService
2013Molecular pathology of acute kidney injury in a choline-deficient model and fish oil protective effect Denninghoff V, Ossani G, Uceda A, Rugnone M, Fernandez EA, Fresno C, Gonzalez G, Diaz ML, Avagnina A, Elsner B, Monserrat A.European Journal of Nutrition, 2013, doi: 10.1007/s00394-013-0593-8AbstractGEO Dataset
Genes & Venn
2013The low-abundance transcriptome reveals novel
biomarkers, specific intracellular pathways and targetable genes associated with advanced gastric
cancer
Bizama, Carolina; Benavente, Felipe; Salvatierra, Edgardo; Espinoza, Jaime; Gutiérrez,
Ana; Fernández, Elmer; Roa, Iván; Mazzolini, Guillermo; Sagredo, Eduardo; Gidekel, Manuel;
Podhajcer, Osvaldo
International Journal of Cancerin pressIn press
2012Artificial Neural Networks Aplications on Dialysis Fernández EA, Valtuille R and Balzarini M. BOOK: Modeling and Control of Dialysis Systems Book site
2012Glycan structure in recombinant human FSH affects endocrine activity and global gene expression on human granulosa cells Loreti N, Fresno C, Fernandez EA, Barrera D, Lira S, Larrea F, Campo S. Molecular and Cellular Endocrinology, Volume 366, Issue 1, 5 February 2013, Pages 68–80AbstractTables
2012SVMTOCP: A Binary Tree Base SVM Approach
through Optimal Multi-class Binarization
Arab Cohen D, Fernández EAL. Alvarez et al. (Eds.): CIARP 2012, LNCS 7441, pp. 472–478, 2012.
© Springer-Verlag Berlin Heidelberg 2012
Journal Abstract
2012The Multi-Reference Contrast Method: facilitating set enrichment analysis Fresno C, Llera AS, Girotti R, Valacco MP, López JA; Podhajcer OL, Balzarini MG, Prada F, Fernández EAComputers in Biology and Medicine, Volume 42, Issue 2 , Pages 188-194, February 2012 Abstract
2011SPARC promotes cathepsin B-mediated melanoma invasiveness through a collagen I/α2β1 integrin axis. Girotti M, Fernandez Rodriguez M, Lopez J, Camafeita E, Fernandez EA, Albar J; Benedetti L, Valacco, M, Brekken R, Podhajcer O, Llera ASJournal of Investigative Dermatology (JID) Abstract
2011Bedside Linear Regression Equations to Estimate Equilibrated Blood Urea Fernández EA, Balzarini MG and Valtuille R BOOK: Technical Problems in Patients on Hemodialysis ISBN 978-953-307-403-0 Edited by: Maria Goretti Penido Publisher: InTech, December 2011 Full text (free)
2010Application of Cardiac Autonomous Indices in the Study of Neurogenic Erectile Dysfunction Pereira de Souza Neto, E. Fernandez, EA. Abry, P. Cuzin, B. Loiseau P. Baude C. Frutoso J. Gharib C. Martin X. Urologia Internationalis Abstract
2010Análisis de conglomerados en la identificación de estructura genética a partir de datos de marcadores moleculares Peña AN, Bruno C, Teich I, Fernández E, Balzarini M TUMBAGA: Ciencia en Construcción, Facultad de Ciencias, Universidad de Tolima, Colombia. ISSN 19094849 Full text (free)
2009Assessing erectile neurogenic dysfunction from heart rate variability through a Generalized Linear Mixed Model framework Fernandez EA, Souza Neto EP, Abry P, Macchiavelli R, Balzarini M, Cuzin B, Baude C, Frutoso J, Gharib C Computer Methods and Programs in Biomedicine, doi:10.1016/j.cmpb.2009.11.001Abstract
2008Improving 2D-DIGE protein expression analysis by two-stage linear mixed models: assessing experimental effects in a melanoma cell study Fernández EA, Girotti MR, López del Olmo JA, Llera AS, Podhajcer OL, Cantet RJC and Balzarini M Bioinformatics Full text (free)
2008TIME MODULATION CHANGES OF THE CARDIAC VECTOR
INDUCED BY RESPIRATION
EA Fernandez, P WillshawACTAS DE LA ACADEMIA NACIONAL DE CIENCIAS. (CORDOBA, ARGENTINATOMO XIV, DICIEMBRE DE 2008
2008Partial least squares Regression: A valuable method for modeling molecular behavior in Hemodialysis Fernández EA, Valtuille R, Willshaw P., Balzarini M Annals of Biomedical Engineering Jul;36(7):1305-13. Epub 2008 Apr 9Abstract
2007Improving cluster visualization in Self-Organizing Maps: Application in Gene Expression Data Analysis Fernández EA, Balzarini M Computers in Biology and Medicine. 37 (2007) 1677– 1689 Abstract
2007Functional Genomics: looking the gene functions Fernández EA, Alvarez M, Stolovitzky G, Podhajcer OL National Academy of Science, Argentine. XIII 63-76
2007Communication interface for severe physically disabled patients Savino M.J., Fernández E.A Journal of Physics: Conference Series 90 (2007) 012093. doi:10.1088/1742-6596/90/1/012093
2007Molecular Kinetics Modeling in Hemodialysis: on-line molecular monitoring and spectral analysis Fernández EA, Perazzo CA, Valtuille R, Willshaw P., Balzarini M American Society for Artificial Internal Organs (ASAIO) 2007 Sep-Oct;53(5):582-6 Abstract
2005Comparison of standard and artificial neural network estimators of hemodialysis adequacy Fernández EA, Valtuille R, Presedo J, Willshaw P, Artificial Organs. 29(2):159-165 Abstract
2005Comparison of different methods for hemodialysis evaluation by means of ROC curves: from artificial intelligence to current methods Fernández EA, Valtuille R, Presedo J, Willshaw P. Clinical Nephrology. 64(3) pp 205-213 Abstract
2003Dialysate-Side Urea Kinetics. Neural Network Predicts Dialysis Dose During Dialysis Fernández EA, Valtuille R, Willshaw P, Perazzo CA Medical & Biological Engineering & Computing - Med. Biol. Eng. Comput. 2003, 41, 392-396
2002Dynamical Analysis of Erythrocytes under the assumption of Cross-Spectral Coherence between Blood Cell Counts and the Dst Index Dasso S. Perazzo CA, Romanelli L, Carusela F, Ure J, Fernández EA, Willshaw P Geofísica Internacional, 43:2.
2001Using artificial intelligence to predict the equilibrated postdialysis blood urea concentration. Fernández EA, Valtuille R, Willshaw P, Perazzo CA. Blood Purif. 2001;19(3):271-85. Abstract
2001Detection of abnormality in the electrocardiogram without prior knowledge by using the quantisation error of a self-organising map, tested on the European ischaemia database. Fernández EA, Willshaw P, Perazzo CA, Presedo RJ, Barro S. Med Biol Eng Comput. 2001 May;39(3):330-7. Abstract