Mattia Cinelli

Tracking global changes induced in the CD4 T-cell receptor repertoire by immunization with a complex antigen using short stretches of CDR3 protein sequence

Niclas Thomas, Katharine Best, Mattia Cinelli et al. · Bioinformatics · 2014 · 120 citations · Full text

Early risk assessment for COVID-19 patients from emergency department data using machine learning

Frank S. Heldt, Marcela P. Vizcaychipi, Sophie Peacock et al. · Scientific Reports · 2021 · 92 citations · Full text

Feature selection using a one dimensional naïve Bayes’ classifier increases the accuracy of support vector machine classification of CDR3 repertoires

Mattia Cinelli, Yuxin Sun, Katharine Best et al. · Bioinformatics · 2016 · 85 citations · Full text

Specificity, Privacy, and Degeneracy in the CD4 T Cell Receptor Repertoire Following Immunization

Yuxin Sun, Katharine Best, Mattia Cinelli et al. · Frontiers in Immunology · 2017 · 49 citations · Full text

Engineering, Adaptive Immune System, T-regulatory Cell +25

Early risk assessment for COVID-19 patients from emergency department data using machine learning

Frank S. Heldt, Marcela P. Vizcaychipi, Sophie Peacock et al. · 2020 · 15 citations · Full text

Oxygen Supply, Machine Learning, Risk Analysis +25