la sorveglianza dell’influenza attraverso fonti di dati ... · washington business health on the...
TRANSCRIPT
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La sorveglianza dell’influenza attraverso fonti di dati alternative
Francesco Gesualdo
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demand-based
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correlazione query su influenza – dati CDC
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Google Flutrends ha sovrastimato il trend influenzale reale
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supply-based
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anche “flu” OR “influenza” su Twitter
sovrastimano il trend influenzale
Twitter“flu”
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Influenza-like illness (ILI) – Sudden onset of symptoms AND – At least one of the following four systemic symptoms: – Fever or feverishness – Malaise – Headache – Myalgia AND – At least one of the following three respiratory symptoms: – Cough – Sore throat – Shortness of breath
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((fever)OR(feverishness)OR(malaise)OR(headache)OR(myalgia))AND ((cough)OR(pharyngitis)OR(dyspnea))
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correlazione dati CDC – twitter ILI
0.97
Twitter “ECDC”
Twitter“flu”
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PLUS
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tempestività
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big data
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dati dagli utenti
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MINUS
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denominatori
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sensibilità/specificità
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big data (hardware, costi)
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INTEGRAZIONE