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.. - STAMPA. - (2019), pp. 8847078.1-8847078.6. (Intervento presentato al convegno 28th International Conference on Computer Communications and Networks, ICCCN 2019 tenutosi a Valencia; Spain nel 29 July 2019 through 1 August 2019) [10.1109/ICCCN.2019.8847078].

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
2019
Proceedings - International Conference on Computer Communications and Networks, ICCCN Volume 2019-July, 2019
1
6
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.. - STAMPA. - (2019), pp. 8847078.1-8847078.6. (Intervento presentato al convegno 28th International Conference on Computer Communications and Networks, ICCCN 2019 tenutosi a Valencia; Spain nel 29 July 2019 through 1 August 2019) [10.1109/ICCCN.2019.8847078].
Casini, L., Delnevo, G., Mirri, S., Monti, L, Prandi, C., Roccetti, M., Salomoni, P.
File in questo prodotto:
Eventuali allegati, non sono esposti

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/703097
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact