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Machine learning and biomedical informatics at Università di Milano-Bicocca & University of Toronto
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2025-11-21: My article titled “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" was published in the PeerJ Computer Science journal.
2025-10-30: My article titled “Nine quick tips for trustworthy machine learning in the biomedical sciences" was published in the PLOS Computational Biology journal.
2025-10-06: I attended the IRIXYS 2025 Workshop at Università Statale di Milano in Milan (Italy, EU), where I gave a keynote talk titled "How to assess my results? Evaluation metrics for supervised and unsupervised machine learning results".
2025-10-03: My preprint titled "Designing vector-symbolic architectures for biomedical applications: ten tips and common pitfalls", mainly written by Fabio Cumbo, was released on preprints.org
2025-09-26: My article titled "Temporal phenotyping and prognostic stratification of patients with sepsis through longitudinal clustering" was published in the BioData Mining journal.
2025-09-25: My preprints titled "Predicting the toxicity of chemical compounds via hyperdimensional computing" and "A novel vector-symbolic architecture for graph encoding and its application to viral pangenome-based species classification", mainly written by Fabio Cumbo, were released on bioRxiv.
davidechicco(AT)davidechicco.it
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