Visual assessment versus computer-assisted gray scale analysis in the ultrasound evaluation of neonatal respiratory status

Francesco Raimondi; Fiorella Migliaro; Luisa Verdoliva; Diego Gragnaniello; Giovanni Poggi; Roberta Kosova; Carlo Sansone; Gianfranco Vallone; Letizia Capasso

doi:10.1371/journal.pone.0202397

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Open Access

Peer-reviewed

Research Article

Visual assessment versus computer-assisted gray scale analysis in the ultrasound evaluation of neonatal respiratory status

Francesco Raimondi ,

Roles Conceptualization, Writing – original draft, Writing – review & editing

* E-mail: raimondi@unina.it

Affiliation Division of Neonatology, Section of Pediatrics, Department of Translational Medical Sciences, Università “Federico II”, Naples, Italy

http://orcid.org/0000-0003-3250-1582

⨯
Fiorella Migliaro,

Roles Conceptualization, Data curation, Investigation

Affiliation Division of Neonatology, Section of Pediatrics, Department of Translational Medical Sciences, Università “Federico II”, Naples, Italy
⨯
Luisa Verdoliva,

Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

Affiliation Department of Electrical Engineering and Information Technology, Università “Federico II”, Naples, Italy
⨯
Diego Gragnaniello,

Roles Data curation, Investigation

Affiliation Department of Electrical Engineering and Information Technology, Università “Federico II”, Naples, Italy
⨯
Giovanni Poggi,

Roles Data curation

Affiliation Department of Electrical Engineering and Information Technology, Università “Federico II”, Naples, Italy
⨯
Roberta Kosova,

Roles Investigation

Affiliation Division of Neonatology, Section of Pediatrics, Department of Translational Medical Sciences, Università “Federico II”, Naples, Italy
⨯
Carlo Sansone,

Roles Data curation, Writing – original draft, Writing – review & editing

Affiliation Department of Electrical Engineering and Information Technology, Università “Federico II”, Naples, Italy
⨯
Gianfranco Vallone,

Roles Writing – original draft

Affiliation Department of Advanced Biomedical Sciences, Università “Federico II”, Naples, Italy
⨯
Letizia Capasso

Roles Writing – original draft, Writing – review & editing

Affiliation Division of Neonatology, Section of Pediatrics, Department of Translational Medical Sciences, Università “Federico II”, Naples, Italy
⨯

Visual assessment versus computer-assisted gray scale analysis in the ultrasound evaluation of neonatal respiratory status

Francesco Raimondi,
Fiorella Migliaro,
Luisa Verdoliva,
Diego Gragnaniello,
Giovanni Poggi,
Roberta Kosova,
Carlo Sansone,
Gianfranco Vallone,
Letizia Capasso

Published: October 18, 2018
https://doi.org/10.1371/journal.pone.0202397

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Ultrasound imaging
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Respiratory physiology
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Pleurae
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Pulmonary imaging
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Grayscale
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Respiration
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Machine learning
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Neonatology
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