CHICCO, DAVIDE
CHICCO, DAVIDE
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Data-driven probabilistic mapping of the spatial and molecular landscape of glioma
2026 Samuel, N; Germann, J; Yang, A; Sarica, C; Boutet, A; Vetkas, A; Santyr, B; Lang, S; Chicco, D; Lozano, A
Designing vector-symbolic architectures for biomedical applications: ten tips and common pitfalls
2026 Cumbo, F; Chicco, D; Aygun, S; Blankenberg, D
The advantages of our proposed Saturn coefficient over continuity and trustworthiness for UMAP dimensionality reduction evaluation
2026 Chicco, D; Melzi, S; Gasparini, F; Jurman, G
A simple guide to the use of Student’s t-test, Mann-Whitney U test, Chi-squared test, and Kruskal-Wallis test in biostatistics
2025 Chicco, D; Sichenze, A; Jurman, G
A teaching proposal for a short course on biomedical data science
2025 Chicco, D; Coelho, V
Comment on "Using genomic data and machine learning to predict antibiotic resistance: A tutorial paper"
2025 Chicco, D; Jurman, G
DBSCAN and DBCV application to open medical records heterogeneous data for identifying clinically significant clusters of patients with neuroblastoma
2025 Chicco, D; Oneto, L; Cangelosi, D
Eight quick tips for biologically and medically informed machine learning
2025 Oneto, L; Chicco, D
Hyperdimensional computing in biomedical sciences: A brief review
2025 Cumbo, F; Chicco, D
Multicomponent interventions and technologies to reduce the burden of frailty, functional, and cognitive decline: insights from the Age-It Research Program
2025 Okoye, C; Cuffaro, L; Pozzi, F; Ferrara, M; Noale, M; Calciolari, S; Chicco, D; Cincotti, F; Daini, R; Finazzi, A; Francioso, L; Gasparini, F; Pagan, E; Ribino, P; Romeo, Z; Sala, G; Solfrizzi, V; Zambon, A; Maggi, S; Bellelli, G; Ferrarese, C; Airoldi, C; Aloisi, A; Appollonio, I; Bazzini, C; Bochicchio, M; Bologna, M; Brattico, E; Bruno, G; Bulgari, M; Canevelli, M; Capone, S; Ceolin, C; Chiaradonna, F; Colamarino, E; Conti, E; Corsonello, A; Cortelessa, G; Crudele, L; Custodero, C; De Luca, A; Delussi, M; Di Napoli, C; Dibello, V; Franchi, M; Ganora, D; Gesualdo, L; Goldin, E; Grossi, A; Isella, V; Lenti, R; Leone, A; Locati, S; Logrieco, A; Logroscino, G; Macchia, E; Mantuano, P; Massimi, A; Matteini, P; Messina, G; Moretti, L; Natalello, A; Orlandi, I; Paragliola, G; Paparella, G; Pegoraro, S; Pirrelli, V; Quaranta, N; Riccardi, G; Romano, D; Saibene, A; Sala, A; Sciurti, E; Luca, S; Siciliano, P; Silanos, F; Tamburrano, A; Tosi, G; Tratsevich, A; Tremolizzo, L; Villari, P; Vezzoso, A; Zoia, C
Multivariate longitudinal clustering reveals neuropsychological factors as dementia predictors in an Alzheimer’s disease progression study
2025 Ribino, P; Di Napoli, C; Paragliola, G; Chicco, D; Gasparini, F
Nine quick tips for trustworthy machine learning in the biomedical sciences
2025 Oneto, L; Chicco, D
TaGra: an open Python package for easily generating graphs from data tables through manifold learning
2025 Torre, D; Chicco, D
Temporal phenotyping and prognostic stratification of patients with sepsis through longitudinal clustering
2025 Ribino, P; Mannone, M; Di Napoli, C; Paragliola, G; Chicco, D; Gasparini, F
The DBCV index is more informative than DCSI, CDbw, and VIASCKDE indices for unsupervised clustering internal assessment of concave-shaped and density-based clusters
2025 Chicco, D; Sabino, G; Oneto, L; Jurman, G
The Silhouette coefficient and the Davies-Bouldin index are more informative than Dunn index, Calinski-Harabasz index, Shannon entropy, and Gap statistic for unsupervised clustering internal evaluation of two convex clusters
2025 Chicco, D; Campagner, A; Spagnolo, A; Ciucci, D; Jurman, G
The Venus score for the assessment of the quality and trustworthiness of biomedical datasets
2025 Chicco, D; Fabris, A; Jurman, G
Analyzing trajectories of clinical markers in patients with sepsis through multivariate longitudinal clustering
2024 Ribino, P; Mannone, M; Di Napoli, C; Paragliola, G; Chicco, D; Gasparini, F
Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme
2024 Cerono, G; Melaiu, O; Chicco, D
Clustering of longitudinal Clinical Dementia Rating data to identify predictors of Alzheimer's disease progression
2024 Ribino, P; Paragliola, G; Napoli, C; Mannone, M; Chicco, D; Gasparini, F