Investigating differential abundance methods in microbiome data: A benchmark study von Cappellato, Marco, Baruzzo, Giacomo, Di Camillo, Barbara

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A practical perspective on the concordance index for the evaluation and selection of prognostic time-to-event models von Longato, Enrico, Vettoretti, Martina, Di Camillo, Barbara

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Measuring the diversity of the human microbiota with targeted next-generation sequencing von Finotello, Francesca, Mastrorilli, Eleonora, Di Camillo, Barbara

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Machine learning–based feature selection to search stable microbial biomarkers: application to inflammatory bowel disease von Lee, Youngro, Cappellato, Marco, Di Camillo, Barbara

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A model to forecast the two-year variation of subjective wellbeing in the elderly population von Trescato, Isotta, Roversi, Chiara, Vettoretti, Martina, Di Camillo, Barbara, Facchinetti, Andrea

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How to design a single-cell RNA-sequencing experiment: pitfalls, challenges and perspectives von Dal Molin, Alessandra, Di Camillo, Barbara

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DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling von Trescato, Isotta, Tavazzi, Erica, Vettoretti, Martina, Gatta, Roberto, Vasta, Rosario, Chio, Adriano, Camillo, Barbara Di

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Argot2: a large scale function prediction tool relying on semantic similarity of weighted Gene Ontology terms von Falda, Marco, Toppo, Stefano, Pescarolo, Alessandro, Lavezzo, Enrico, Di Camillo, Barbara, Facchinetti, Andrea, Cilia, Elisa, Velasco, Riccardo, Fontana, Paolo

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Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study von Guazzo, Alessandro, Atzeni, Michele, Idi, Elena, Trescato, Isotta, Tavazzi, Erica, Longato, Enrico, Manera, Umberto, Chió, Adriano, Gromicho, Marta, Alves, Inês, de Carvalho, Mamede, Vettoretti, Martina, Di Camillo, Barbara

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Early origins of adult disease: Low birth weight and vascular remodeling von Visentin, Silvia, Grumolato, Francesca, Nardelli, Giovanni Battista, Di Camillo, Barbara, Grisan, Enrico, Cosmi, Erich

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Single-Cell RNA-Sequencing: Assessment of Differential Expression Analysis Methods von Dal Molin, Alessandra, Baruzzo, Giacomo, Di Camillo, Barbara

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Simulation-based comprehensive benchmarking of RNA-seq aligners von Baruzzo, Giacomo, Hayer, Katharina E, Kim, Eun Ji, Di Camillo, Barbara, FitzGerald, Garret A, Grant, Gregory R

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Performance assessment across different care settings of a heart failure hospitalisation risk-score for type 2 diabetes using administrative claims von Guazzo, Alessandro, Longato, Enrico, Morieri, Mario Luca, Sparacino, Giovanni, Franco-Novelletto, Bruno, Cancian, Maurizio, Fusello, Massimo, Tramontan, Lara, Battaggia, Alessandro, Avogaro, Angelo, Fadini, Gian Paolo, Di Camillo, Barbara

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Beware to ignore the rare: how imputing zero-values can improve the quality of 16S rRNA gene studies results von Baruzzo, Giacomo, Patuzzi, Ilaria, Di Camillo, Barbara

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A Dynamic Bayesian Network model for the simulation of Amyotrophic Lateral Sclerosis progression von Zandonà, Alessandro, Vasta, Rosario, Chiò, Adriano, Di Camillo, Barbara

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Exposure to dipeptidyl‐peptidase‐4 inhibitors and COVID‐19 among people with type 2 diabetes: A case‐control study von Fadini, Gian Paolo, Morieri, Mario Luca, Longato, Enrico, Bonora, Benedetta Maria, Pinelli, Silvia, Selmin, Elisa, Voltan, Giacomo, Falaguasta, Daniele, Tresso, Silvia, Costantini, Giorgia, Sparacino, Giovanni, Di Camillo, Barbara, Tramontan, Lara, Cattelan, Anna Maria, Vianello, Andrea, Fioretto, Paola, Vettor, Roberto, Avogaro, Angelo

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A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population von Roversi, Chiara, Tavazzi, Erica, Vettoretti, Martina, Di Camillo, Barbara

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Comparison of microbiome samples: methods and computational challenges von Comin, Matteo, Di Camillo, Barbara, Pizzi, Cinzia, Vandin, Fabio

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metaSPARSim: a 16S rRNA gene sequencing count data simulator von Patuzzi, Ilaria, Baruzzo, Giacomo, Losasso, Carmen, Ricci, Antonia, Di Camillo, Barbara

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Guest Editorial: Deep Learning For Genomics von Di Camillo, Barbara, Nicosia, Giuseppe

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