ETD

Archivio digitale delle tesi discusse presso l’Università di Pisa

Tesi etd-02012021-130738

Tipo di tesi

Tesi di laurea magistrale

URN

etd-02012021-130738

Titolo

Dynamic neural networks for COVID-19 severity prediction from lung ultrasound

Dipartimento

INFORMATICA

Corso di studi

INFORMATICA

Parole chiave

classification
COVID
COVID-19
LUS
Neural Networks
ultrasound
video

Data inizio appello

05/03/2021

Consultabilità

Tesi non consultabile

Riassunto (Inglese)

Riassunto (Italiano)

The thesis dealt with preparation and predictive analysis of lung ultrasound video with the aim of predicting severity of COVID-19 effects. The acquired videos were cleaned, organised and processed for training and benchmarking different deep learning models from the action recognition literature. The developed models were also evaluated from a clinical perspective against medical expert opinion.

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