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BMC Medical Informatics and Decision Making|June 29, 2024
Medical-informed machine learning: integrating prior knowledge into medical decision systemsChristel Sirocchi, Alessandro Bogliolo, Sara MontagnaScientific Reports|December 17, 2022
Topological network features determine convergence rate of distributed average algorithmsChristel Sirocchi, Alessandro BoglioloComputer Methods and Programs in Biomedicine|April 16, 2024
Exploring machine learning for untargeted metabolomics using molecular fingerprintsChristel Sirocchi, Federica Biancucci, Matteo Donati, et al.Biodata Mining|February 15, 2025
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtypingChristel Sirocchi, Martin Urschler, Bastian PfeiferNature Methods|November 8, 2016
Robust statistical modeling improves sensitivity of high-throughput RNA structure probing experimentsAlina Selega, Christel Sirocchi, Ira Iosub, et al.Bioinformatics (Oxford, England)|February 17, 2005
Using sequence compression to speedup probabilistic profile matchingValerio Freschi, Alessandro BoglioloEvolutionary Bioinformatics Online|June 24, 2011
A monte carlo method for assessing the quality of duplication-aware alignment algorithmsValerio Freschi, Alessandro BoglioloEvolutionary Bioinformatics Online|April 21, 2012
A lossy compression technique enabling duplication-aware sequence alignmentValerio Freschi, Alessandro BoglioloBioinformatics (Oxford, England)|September 4, 2024
Federated unsupervised random forest for privacy-preserving patient stratificationBastian Pfeifer, Christel Sirocchi, Marcus D Bloice, et al.Computers in Biology and Medicine|September 29, 2012
Genome-wide computational approach for the prediction of duplications generating protein localization signalsValerio Freschi, Alessandro Bogliolo, Arcangelo LisoPageof 4