Davide Chicco

Cited by

	All	Since 2016
Citations	2169	2052
h-index	16	15
i10-index	22	18

720

360

180

540

20132014201520162017201820192020202110 49 45 58 74 172 351 702 687

Public access

View all

8 articles

1 article

available

not available

Based on funding mandates

Co-authors

Marco MasseroliPolitecnico di MilanoVerified email at polimi.it
Giuseppe JurmanFondazione Bruno Kessler, Trento, ItalyVerified email at fbk.eu
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. HoffmanSenior Scientist, University Health Network/Associate Professor, University of TorontoVerified email at utoronto.ca
Jaime CardosoFull Professor at Faculty of Engineering, University of Porto; Researcher at INESC TECVerified email at fe.up.pt
Kelwin FernandesNILG.AIVerified email at nilg.ai
Robert KueffnerVerified email at bio.ifi.lmu.de
Eleonora CiceriFondazione Centro San RaffaeleVerified email at hsr.it
Peter C AustinICES (Institute for Clinical Evaluative Sciences)Verified email at ices.on.ca
Douglas LeeUniversity of TorontoVerified email at ices.on.ca
Luca OnetoDIBRIS - University of GenoaVerified email at unige.it
Fernando PalluzziUniversità degli Studi di PaviaVerified email at ieo.it
Jüri ReimandOntario Institute for Cancer Research, University of TorontoVerified email at utoronto.ca
V. Starovoitov (ВВ Старовойтов, V. St...ОИПИ НАН Беларуси, National Academy of Sciences of Belarus United Institute of Informatics ProblemsVerified email at newman.bas-net.by
Coby VinerGraduate Student, Department of Computer Science, University of TorontoVerified email at cs.toronto.edu
Dominik HeiderProfessor, University of MarburgVerified email at informatik.uni-marburg.de
Angelo FacchianoIstituto di Scienze dell'Alimentazione, CNR - Institute of Food Sciences, National Research CouncilVerified email at isa.cnr.it
Matthijs J. WarrensGION, University of GroningenVerified email at rug.nl
Marco TagliasacchiResearch Scientist, Google

Davide Chicco

University of Toronto

Verified email at utoronto.ca - Homepage

applied machine learning bioinformatics data science biomedical informatics Matthews correlation coefficient


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation D Chicco, G Jurman BMC Genomics 21 (6), 1-13, 2020	535	2020
Ten quick tips for machine learning in computational biology D Chicco BioData Mining 10 (35), 1-17, 2017	447	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	417	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	175	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	109	2019
Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone D Chicco, G Jurman BMC Medical Informatics and Decision Making 20 (16), 1-16, 2020	63	2020
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	43	2012
Latent Dirichlet Allocation based on Gibbs Sampling for gene function prediction P Pinoli, D Chicco, M Masseroli Proceedings of IEEE CIBCB 2014 – the IEEE 2014 Conference on Computational …, 2014	38	2014
Siamese neural networks: an overview D Chicco Artificial Neural Networks, 3rd edition (Methods in Molecular Biology) 2190 …, 2020	36	2020
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	32	2018
Computational prediction of diagnosis and feature selection on mesothelioma patient health records D Chicco, C Rovelli PLoS ONE 14 (1), e0208737, 2019	26	2019
Computational algorithms to predict Gene Ontology annotations P Pinoli, D Chicco, M Masseroli BMC Bioinformatics 16 (Suppl 6), S4, 2015	23	2015
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	22	2013
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	20	2013
Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach R Kueffner, N Zach, M Bronfeld, R Norel, N Atassi, V Balagurusamy, ... Scientific Reports 9 (1), 690, 2019	19	2019
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	18	2018
The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation D Chicco, N Tötsch, G Jurman BioData Mining 14 (13), 1-22, 2021	15	2021
Ontology-based prediction and prioritization of gene functional annotations D Chicco, M Masseroli IEEE/ACM Transactions on Computational Biology and Bioinformatics 13 (2 …, 2016	14	2016
Genomic annotation prediction based on integrated information D Chicco, M Tagliasacchi, M Masseroli Computational Intelligence Methods for Bioinformatics and Biostatistics 7548 …, 2011	14	2011
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	13	2015

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors