Davide Chicco - Google Scholar Citations

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	All	Since 2014
Citations	607	592
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Co-authors

Marco MasseroliPolitecnico di MilanoVerified email at polimi.it
Pietro Pinolipostdoc, Politecnico di MilanoVerified email at polimi.it
Marco TagliasacchiAssociate Professor, Politecnico di MilanoVerified email at polimi.it
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
Peter SadowskiAssistant Professor, University of Hawai’i at MānoaVerified email at hawaii.edu
Michael M. HoffmanScientist, Princess Margaret Cancer Centre/Assistant Professor, University of TorontoVerified email at utoronto.ca
Jaime CardosoAssociate Professor at Faculty of Engineering, University of Porto; Researcher at INESC TECVerified email at fe.up.pt
Kelwin FernandesNILG.AIVerified email at nilg.ai
Eleonora CiceriFondazione Centro San RaffaeleVerified email at hsr.it
Coby VinerGraduate Student, Department of Computer Science, University of TorontoVerified email at cs.toronto.edu
Mickaël MendezGraduate Student, Department of Computer Science, University of TorontoVerified email at mail.utoronto.ca
Mehran KarimzadehUniversity of Toronto, Department of Medical BiophysicsVerified email at mail.utoronto.ca
Jay R HesselberthAssociate Professor of Biochemistry & Molecular Genetics, University of Colorado School of MedicineVerified email at cuanschutz.edu
Anshul KundajeAssistant Professor, Dept. of Genetics, Dept. of Computer Science, Stanford UniversityVerified email at stanford.edu
Fernando PalluzziUniversità degli Studi di PaviaVerified email at ieo.it
Rachel C. W. ChanUniversity of TorontoVerified email at cs.toronto.edu
Jüri ReimandOntario Institute for Cancer Research, University of TorontoVerified email at utoronto.ca
Francesco MasulliFull Professor of Computer Science, University of Genoa (ITALY)Verified email at unige.it
Stefano RovettaAssociate professor of Computer Science, DIBRIS, University of Genova, ItalyVerified email at unige.it
G StolovitzkyProgram Director, Translational Systems Biology and NanobiotechnologyVerified email at us.ibm.com

Davide Chicco

Peter Munk Cardiac Centre & University of Toronto

Verified email at utoronto.ca - Homepage

machine learning bioinformatics deep learning biomedical informatics data mining


Title	Cited by	Year
Ten quick tips for machine learning in computational biology D Chicco BioData Mining 10 (35), 1-17, 2017	127	2017
Bioconda: sustainable and comprehensive software distribution for the life sciences B Grüning, R Dale, A Sjödin, BA Chapman, J Rowe, CH Tomkins-Tinch, ... Nature Methods 15 (7), 475, 2018	124	2018
Deep autoencoder neural networks for Gene Ontology annotation predictions D Chicco, P Sadowski, P Baldi Proceedings of ACM BCB 2014 - the 5th ACM Conference on Bioinformatics …, 2014	109	2014
Probabilistic latent semantic analysis for prediction of Gene Ontology annotations M Masseroli, D Chicco, P Pinoli Proceedings of IJCNN 2012 -- the 2012 International Joint Conference on …, 2012	40	2012
Latent Dirichlet Allocation based on Gibbs Sampling for gene function prediction P Pinoli, D Chicco, M Masseroli IEEE CIBCB 2014 - the IEEE 2014 Conference on Computational Intelligence in …, 2014	32	2014
Enhanced probabilistic latent semantic analysis with weighting schemes to predict genomic annotations P Pinoli, D Chicco, M Masseroli Proceedings of IEEE BIBE 2013 -- the 13th IEEE International Conference on …, 2013	21	2013
Computational algorithms to predict Gene Ontology annotations P Pinoli, D Chicco, M Masseroli BMC Bioinformatics 16 (Suppl 6), S4, 2015	17	2015
A discrete optimization approach for SVD best truncation choice based on ROC curves D Chicco, M Masseroli Proceedings of IEEE BIBE 2013 -- the 13th IEEE International Conference on …, 2013	17	2013
Genomic annotation prediction based on integrated information D Chicco, M Tagliasacchi, M Masseroli Computational Intelligence Methods for Bioinformatics and Biostatistics 7548 …, 2011	14	2011
Ontology-based prediction and prioritization of gene functional annotations D Chicco, M Masseroli IEEE/ACM Transactions on Computational Biology and Bioinformatics 13 (2 …, 2016	13	2016
Software suite for gene and protein annotation prediction and similarity search D Chicco, M Masseroli IEEE/ACM Transactions on Computational Biology and Bioinformatics 12 (4 …, 2015	11	2015
Semantically improved genome-wide prediction of Gene Ontology annotations M Masseroli, M Tagliasacchi, D Chicco Proceedings of IEEE ISDA 2011 -- the IEEE 11th International Conference on …, 2011	11	2011
Supervised deep learning embeddings for the prediction of cervical cancer diagnosis K Fernandes, D Chicco, JS Cardoso, J Fernandes PeerJ Computer Science 4 (e154), 2018	10	2018
Weighting scheme methods for enhanced genomic annotation prediction P Pinoli, D Chicco, M Masseroli Computational Intelligence Methods for Bioinformatics and Biostatistics, 76-89, 2014	10	2014
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ... Nature Communications 10 (1), 2674, 2019	8	2019
Bioconda: a sustainable and comprehensive software distribution for the life sciences R Dale, B Grüning, A Sjödin, J Rowe, BA Chapman, CH Tomkins-Tinch, ... bioRxiv 207092, 1-13, 2017	8*	2017
Integration of bioinformatics web services through the Search Computing technology D Chicco Technical Report, 18, 2012	8	2012
Biomolecular annotation prediction through information integration D Chicco, M Tagliasacchi, M Masseroli Proceedings of CIBB 2011, 1-8, 2011	8	2011
A cancer pharmacogenomic screen powering crowd-sourced advancement of drug combination prediction MP Menden, D Wang, Y Guan, M Mason, B Szalai, KC Bulusu, T Yu, ... bioRxiv 200451, 1-32, 2018	6	2018
Improved biomolecular annotation prediction through Weighting Scheme methods P Pinoli, D Chicco, M Masseroli Proceedings of CIBB 2013, 1-12, 2013	6	2013

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