Davide Pigoli
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Explore the profile of Davide Pigoli including associated specialties, affiliations and a list of published articles.
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3
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3
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Recent Articles
1.
Pigoli D, Baker K, Budd J, Butler L, Coppock H, Egglestone S, et al.
Stat Med
. 2024 Sep;
43(25):4861-4871.
PMID: 39237100
From early in the coronavirus disease 2019 (COVID-19) pandemic, there was interest in using machine learning methods to predict COVID-19 infection status based on vocal audio signals, for example, cough...
2.
Budd J, Baker K, Karoune E, Coppock H, Patel S, Payne R, et al.
Sci Data
. 2024 Jun;
11(1):700.
PMID: 38937483
The UK COVID-19 Vocal Audio Dataset is designed for the training and evaluation of machine learning models that classify SARS-CoV-2 infection status or associated respiratory symptoms using vocal audio. The...
3.
Servius L, Pigoli D, Ng J, Fraternali F
Biom J
. 2024 May;
66(4):e2300171.
PMID: 38785212
Statistical and machine learning methods have proved useful in many areas of immunology. In this paper, we address for the first time the problem of predicting the occurrence of class...