| Ten quick tips for machine learning in computational biology D Chicco BioData Mining 10 (35), 1-17, 2017 | 381 | 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 | 354 | 2018 |
| 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 | 316 | 2020 |
| 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 | 168 | 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 | 87 | 2019 |
| 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 | 37 | 2014 |
| 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 | 33 | 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 | 26 | 2018 |
| 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 |
| Computational algorithms to predict Gene Ontology annotations P Pinoli, D Chicco, M Masseroli BMC Bioinformatics 16 (Suppl 6), S4, 2015 | 21 | 2015 |
| Computational prediction of diagnosis and feature selection on mesothelioma patient health records D Chicco, C Rovelli PLoS ONE 14 (1), e0208737, 2019 | 20 | 2019 |
| 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 |
| 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 | 17 | 2018 |
| Siamese neural networks: an overview D Chicco Artificial Neural Networks (3rd edition) 2190, 73-94, 2020 | 15 | 2020 |
| 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 |
| 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 | 13 | 2019 |
| 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 |
| 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 | 12 | 2011 |
Marco MasseroliPolitecnico di MilanoVerified email at polimi.it
