In this paper, using Reddit, we investigated on the efficacy of using an AI-based mood analysis methodology to understand how the prescription of different prenatal diagnostic tests (invasive vs non-invasive), and their corresponding outcomes, may have an impact onto the mood of parents-to-be. We found an interesting causal relationship between tests and mood that deserves a deeper comprehension by means of healthcare professionals. We have also demonstrated that combining AI-based dialogue analysis methodologies with advanced statistics may bring to a smart model, suitable for transforming a large amount of empirical data into correct medical interpretations

What do patients tell doctors on the internet? ask AI how to valorize online medical conversations

Casini L.;Delnevo G.;Mirri S.;Monti L;Prandi C.;Roccetti M.;Salomoni P.
2019

Abstract

In this paper, using Reddit, we investigated on the efficacy of using an AI-based mood analysis methodology to understand how the prescription of different prenatal diagnostic tests (invasive vs non-invasive), and their corresponding outcomes, may have an impact onto the mood of parents-to-be. We found an interesting causal relationship between tests and mood that deserves a deeper comprehension by means of healthcare professionals. We have also demonstrated that combining AI-based dialogue analysis methodologies with advanced statistics may bring to a smart model, suitable for transforming a large amount of empirical data into correct medical interpretations
Proceedings - International Conference on Computer Communications and Networks, ICCCN Volume 2019-July, 2019
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Casini, L., Delnevo, G., Mirri, S., Monti, L, Prandi, C., Roccetti, M., Salomoni, P.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11585/703097
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