CHICCO, DAVIDE
CHICCO, DAVIDE
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme
2024 Cerono, G; Melaiu, O; Chicco, D
Ensemble machine learning reveals key features for diabetes duration from electronic health records
2024 Cerono, G; Chicco, D
Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health records
2024 Mollura, M; Chicco, D; Paglialonga, A; Barbieri, R
A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes-Mallows index
2023 Chicco, D; Jurman, G
Computational intelligence analysis of high-risk neuroblastoma patient health records reveals time to maximum response as one of the most relevant factors for outcome prediction
2023 Chicco, D; Haupt, R; Garaventa, A; Uva, P; Luksch, R; Cangelosi, D
Exploratory analysis of longitudinal data of patients with dementia through unsupervised techniques
2023 Ribino, P; Di Napoli, C; Paragliola, G; Serino, L; Gasparini, F; Chicco, D
Signature literature review reveals AHCY, DPYSL3, and NME1 as the most recurrent prognostic genes for neuroblastoma
2023 Chicco, D; Sanavia, T; Jurman, G
Ten quick tips for avoiding pitfalls in multi-omics data integration analyses
2023 Chicco, D; Cumbo, F; Angione, C
Ten quick tips for bioinformatics analyses using an Apache Spark distributed computing environment
2023 Chicco, D; Ferraro Petrillo, U; Cattaneo, G
Ten quick tips for computational analysis of medical images
2023 Chicco, D; Shiradkar, R
Ten quick tips for fuzzy logic modeling of biomedical systems
2023 Chicco, D; Spolaor, S; Nobile, M
Ten simple rules for providing bioinformatics support within a hospital
2023 Chicco, D; Jurman, G
The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification
2023 Chicco, D; Jurman, G
A brief survey of tools for genomic regions enrichment analysis
2022 Chicco, D; Jurman, G
A Survey on Publicly Available Open Datasets Derived From Electronic Health Records (EHRs) of Patients with Neuroblastoma
2022 Chicco, D; Cerono, G; Cangelosi, D
An Invitation to Greater Use of Matthews Correlation Coefficient in Robotics and Artificial Intelligence
2022 Chicco, D; Jurman, G
Computational Intelligence Methods for Bioinformatics and Biostatistics 17th International Meeting, CIBB 2021, Virtual Event, November 15–17, 2021, Revised Selected Papers
2022 Chicco, D; Facchiano, A; Tavazzi, E; Longato, E; Vettoretti, M; Bernasconi, A; Avesani, S; Cazzaniga, P
Eleven quick tips for data cleaning and feature engineering
2022 Chicco, D; Oneto, L; Tavazzi, E
geneExpressionFromGEO: An R Package to Facilitate Data Reading from Gene Expression Omnibus (GEO)
2022 Chicco, D
geoCancerPrognosticDatasetsRetriever: A bioinformatics tool to easily identify cancer prognostic datasets on Gene Expression Omnibus (GEO)
2022 Alameer, A; Chicco, D