Publications

. COVID-19: ensuring our medical equipment can meet the challenge. tandf-ierd, 2020.

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. Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study . JMIR-MI, 2020.

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. A first estimation of the impact of public health actions against COVID-19 in Veneto (Italy). BMJ-JECH, 2020.

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. Is a more aggressive COVID-19 case detection approach mitigating the burden on ICUs? Some reflections from Italy. BMC-CC, 2020.

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. Screening PubMed abstracts: is class imbalance always a challenge to machine learning?. BMC-SR, 2019.

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. Increasing awareness of food-choking and nutrition in children through education of caregivers: the CHOP community intervention trial study protocol. BMCPH, 2019.

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. Comparison of Machine Learning Techniques for Prediction of Hospitalization in Heart Failure Patients. JCM, 2019.

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. Favorable Trend of Implantable Cardioverter-Defibrillator Service Life in a Large Single-Nation Population: Insights From 10-Year Analysis of the Italian Implantable Cardioverter-Defibrillator Registry. JAHA, 2019.

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. Performance of Prognostic Heart FailureModels in Patients With NonischemicCardiomyopathy UndergoingVentricular Tachycardia Ablation. JACC-CE, 2019.

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. The Role of Genetic Factors in Characterizing Extra-Intestinal Manifestations in Crohn’s Disease Patients: Are Bayesian Machine Learning Methods Improving Outcome Predictions?. JCM, 2019.

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. Consumers’ attitudes before and after the introduction of the Chilean regulation on food labelling. IJFSN, 2019.

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. High‑ and low‑inpatients’ serum magnesium levels are associated with in‑hospital mortality in elderly patients: a neglected marker?. ACER, 2019.

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. Analysis of unstructured text-based data using machine learning techniques: the case of pediatric emergency department records in Nicaragua. MCRR, 2019.

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. Prognostic role of non-sustained ventricular tachycardia detected with remote interrogation in a pacemaker population. IJCHV, 2019.

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. Results of new-generation intrapericardial continuous flow left ventricular assist devices as a bridge-to-transplant. JCM, 2018.

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. Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews. JCE, 2018.

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. Clinical and Prognostic Implications of Methods and Partition Values Used to Assess Left Atrial Volume by Two-Dimensional Echocardiography. JASE, 2017.

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. Machine Learning Techniques applied in risk assessment related to food safety. EFSA Supporting Publications, 2017.

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. Early termination of cardiovascular trials as a consequence of poor accrual: Analysis of ClinicalTrials.gov 2006-2015. BMJ Open, 2017.

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. Association between air pollution and ventricular arrhythmias in high-risk patients (ARIA study): a multicentre longitudinal study. The Lancet Planetary Health, (1), 2017.

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. Time trends in first hospitalization for heart failure in a community-based population. IJC, 2015.

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