Virtual hospital and artificial intelligence : a first step towards the application of an innovative health system for the care of rare cerebrovascular diseases
© 2023. Fondazione Società Italiana di Neurologia..
The development of virtual care options, including virtual hospital platforms, is rapidly changing the healthcare, mostly in the pandemic period, due to difficulties in in-person consultations. For this purpose, in 2020, a neurological Virtual Hospital (NOVHO) pilot study has been implemented, in order to experiment a multidisciplinary second opinion evaluation system for neurological diseases. Cerebrovascular diseases represent a preponderant part of neurological disorders. However, more than 30% of strokes remain of undetermined source, and rare CVD (rCVD) are often misdiagnosed. The lack of data on phenotype and clinical course of rCVD patients makes the diagnosis and the development of therapies challenging. Since the diagnosis and care of rCVDs require adequate expertise and instrumental tools, their management is mostly allocated to a few experienced hospitals, making difficult equity in access to care. Therefore, strategies for virtual consultations are increasingly applied with some advantage for patient management also in peripheral areas. Moreover, health data are becoming increasingly complex and require new technologies to be managed. The use of Artificial Intelligence is beginning to be applied to the healthcare system and together with the Internet of Things will enable the creation of virtual models with predictive abilities, bringing healthcare one step closer to personalized medicine. Herein, we will report on the preliminary results of the NOVHO project and present the methodology of a new project aimed at developing an innovative multidisciplinary and multicentre virtual care model, specific for rCVD (NOVHO-rCVD), which combines the virtual hospital approach and the deep-learning machine system.
| Medienart: |
E-Artikel |
|---|
| Erscheinungsjahr: |
2024 |
|---|---|
| Erschienen: |
2024 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:45 |
|---|---|
| Enthalten in: |
Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology - 45(2024), 5 vom: 01. Apr., Seite 2087-2095 |
| Sprache: |
Englisch |
|---|
| Beteiligte Personen: |
Rifino, Nicola [VerfasserIn] |
|---|
| Links: |
|---|
| Themen: |
Artificial Intelligence |
|---|
| Anmerkungen: |
Date Completed 17.04.2024 Date Revised 17.04.2024 published: Print-Electronic Citation Status MEDLINE |
|---|
| doi: |
10.1007/s10072-023-07206-9 |
|---|
| funding: |
|
|---|---|
| Förderinstitution / Projekttitel: |
|
| PPN (Katalog-ID): |
NLM365083216 |
|---|
| LEADER | 01000caa a22002652 4500 | ||
|---|---|---|---|
| 001 | NLM365083216 | ||
| 003 | DE-627 | ||
| 005 | 20240417232301.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 231226s2024 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1007/s10072-023-07206-9 |2 doi | |
| 028 | 5 | 2 | |a pubmed24n1378.xml |
| 035 | |a (DE-627)NLM365083216 | ||
| 035 | |a (NLM)38017154 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rakwb | ||
| 041 | |a eng | ||
| 100 | 1 | |a Rifino, Nicola |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Virtual hospital and artificial intelligence |b a first step towards the application of an innovative health system for the care of rare cerebrovascular diseases |
| 264 | 1 | |c 2024 | |
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a ƒaComputermedien |b c |2 rdamedia | ||
| 338 | |a ƒa Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Date Completed 17.04.2024 | ||
| 500 | |a Date Revised 17.04.2024 | ||
| 500 | |a published: Print-Electronic | ||
| 500 | |a Citation Status MEDLINE | ||
| 520 | |a © 2023. Fondazione Società Italiana di Neurologia. | ||
| 520 | |a The development of virtual care options, including virtual hospital platforms, is rapidly changing the healthcare, mostly in the pandemic period, due to difficulties in in-person consultations. For this purpose, in 2020, a neurological Virtual Hospital (NOVHO) pilot study has been implemented, in order to experiment a multidisciplinary second opinion evaluation system for neurological diseases. Cerebrovascular diseases represent a preponderant part of neurological disorders. However, more than 30% of strokes remain of undetermined source, and rare CVD (rCVD) are often misdiagnosed. The lack of data on phenotype and clinical course of rCVD patients makes the diagnosis and the development of therapies challenging. Since the diagnosis and care of rCVDs require adequate expertise and instrumental tools, their management is mostly allocated to a few experienced hospitals, making difficult equity in access to care. Therefore, strategies for virtual consultations are increasingly applied with some advantage for patient management also in peripheral areas. Moreover, health data are becoming increasingly complex and require new technologies to be managed. The use of Artificial Intelligence is beginning to be applied to the healthcare system and together with the Internet of Things will enable the creation of virtual models with predictive abilities, bringing healthcare one step closer to personalized medicine. Herein, we will report on the preliminary results of the NOVHO project and present the methodology of a new project aimed at developing an innovative multidisciplinary and multicentre virtual care model, specific for rCVD (NOVHO-rCVD), which combines the virtual hospital approach and the deep-learning machine system | ||
| 650 | 4 | |a Journal Article | |
| 650 | 4 | |a Artificial Intelligence | |
| 650 | 4 | |a Deep-learning machine | |
| 650 | 4 | |a Internet of Things | |
| 650 | 4 | |a Rare cerebrovascular disease | |
| 650 | 4 | |a Virtual hospital | |
| 700 | 1 | |a Bersano, Anna |e verfasserin |4 aut | |
| 700 | 1 | |a Padovani, Alessandro |e verfasserin |4 aut | |
| 700 | 1 | |a Conti, Giancarlo Maria |e verfasserin |4 aut | |
| 700 | 1 | |a Cavallini, Anna |e verfasserin |4 aut | |
| 700 | 1 | |a Colombo, Luca |e verfasserin |4 aut | |
| 700 | 1 | |a Priori, Alberto |e verfasserin |4 aut | |
| 700 | 1 | |a Pianese, Raffaella |e verfasserin |4 aut | |
| 700 | 1 | |a Gammone, Maria Rosaria |e verfasserin |4 aut | |
| 700 | 1 | |a Erbetta, Alessandra |e verfasserin |4 aut | |
| 700 | 1 | |a Ciceri, Elisa Francesca |e verfasserin |4 aut | |
| 700 | 1 | |a Sattin, Davide |e verfasserin |4 aut | |
| 700 | 1 | |a Varvello, Riccardo |e verfasserin |4 aut | |
| 700 | 1 | |a Parati, Eugenio Agostino |e verfasserin |4 aut | |
| 700 | 1 | |a Scelzo, Emma |e verfasserin |4 aut | |
| 700 | 0 | |a for NOVHO-rCVD project |e verfasserin |4 aut | |
| 700 | 1 | |a Antozzi, Carlo |e investigator |4 oth | |
| 700 | 1 | |a Pareyson, Davide |e investigator |4 oth | |
| 700 | 1 | |a Silvani, Antonio |e investigator |4 oth | |
| 700 | 1 | |a Finocchiaro, Gaetano |e investigator |4 oth | |
| 700 | 1 | |a Farago', Giuseppe |e investigator |4 oth | |
| 700 | 1 | |a Fariselli, Laura |e investigator |4 oth | |
| 700 | 1 | |a Bruzzone, Maria Grazia |e investigator |4 oth | |
| 700 | 1 | |a Carriero, Mariarita |e investigator |4 oth | |
| 700 | 1 | |a Leonardi, Matilde |e investigator |4 oth | |
| 700 | 1 | |a Mantegazza, Renato |e investigator |4 oth | |
| 700 | 1 | |a Eleopra, Roberto |e investigator |4 oth | |
| 700 | 1 | |a DiMeco, Francesco |e investigator |4 oth | |
| 700 | 1 | |a Ferroli, Paolo |e investigator |4 oth | |
| 700 | 1 | |a Pollo, Bianca |e investigator |4 oth | |
| 700 | 1 | |a Mariotti, Caterina |e investigator |4 oth | |
| 700 | 1 | |a Casali, Cecilia |e investigator |4 oth | |
| 700 | 1 | |a Pantaleoni, Chiara |e investigator |4 oth | |
| 700 | 1 | |a Ciano, Claudia |e investigator |4 oth | |
| 700 | 1 | |a Cazzato, Daniele |e investigator |4 oth | |
| 700 | 1 | |a Anghileri, Elena |e investigator |4 oth | |
| 700 | 1 | |a Doniselli, Fabio |e investigator |4 oth | |
| 700 | 1 | |a Acerbi, Francesco |e investigator |4 oth | |
| 700 | 1 | |a Giaccone, Giorgio |e investigator |4 oth | |
| 700 | 1 | |a Zorzi, Giovanna |e investigator |4 oth | |
| 700 | 1 | |a Vetrano, Ignazio Gaspare |e investigator |4 oth | |
| 700 | 1 | |a Moroni, Isabella |e investigator |4 oth | |
| 700 | 1 | |a Brambilla, Laura |e investigator |4 oth | |
| 700 | 1 | |a Maggi, Lorenzo |e investigator |4 oth | |
| 700 | 1 | |a Nanetti, Lorenzo |e investigator |4 oth | |
| 700 | 1 | |a Romito, Luigi Michele |e investigator |4 oth | |
| 700 | 1 | |a Chiapparini, Luisa |e investigator |4 oth | |
| 700 | 1 | |a Marchetti, Marcello |e investigator |4 oth | |
| 700 | 1 | |a Moscatelli, Marco Elvio Manlio |e investigator |4 oth | |
| 700 | 1 | |a Schiariti, Marco Paolo |e investigator |4 oth | |
| 700 | 1 | |a Grisoli, Marina |e investigator |4 oth | |
| 700 | 1 | |a Broggi, Morgan Aldo |e investigator |4 oth | |
| 700 | 1 | |a Nardocci, Nardo |e investigator |4 oth | |
| 700 | 1 | |a Lanteri, Paola |e investigator |4 oth | |
| 700 | 1 | |a Confalonieri, Paolo Agostino |e investigator |4 oth | |
| 700 | 1 | |a Tiraboschi, Pietro |e investigator |4 oth | |
| 700 | 1 | |a Morlino, Sara |e investigator |4 oth | |
| 700 | 1 | |a Esposito, Silvia |e investigator |4 oth | |
| 700 | 1 | |a D'Arrigo, Stefano |e investigator |4 oth | |
| 700 | 1 | |a Clerici, Valentina Torri |e investigator |4 oth | |
| 700 | 1 | |a Cuccarini, Valeria |e investigator |4 oth | |
| 700 | 1 | |a Zibordi, Federica |e investigator |4 oth | |
| 700 | 1 | |a Saletti, Veronica |e investigator |4 oth | |
| 700 | 1 | |a Lucchini, Valeria |e investigator |4 oth | |
| 700 | 1 | |a Magno, Serena |e investigator |4 oth | |
| 700 | 1 | |a Persico, Alessandra |e investigator |4 oth | |
| 700 | 1 | |a Tosi, Piera |e investigator |4 oth | |
| 700 | 1 | |a Boadu, William |e investigator |4 oth | |
| 700 | 1 | |a Nava, Stefania |e investigator |4 oth | |
| 700 | 1 | |a Gipponi, Stefano |e investigator |4 oth | |
| 700 | 1 | |a Volonghi, Irene |e investigator |4 oth | |
| 700 | 1 | |a Pezzini, Alessandro |e investigator |4 oth | |
| 700 | 1 | |a Poli, Loris |e investigator |4 oth | |
| 700 | 1 | |a Caratozzolo, Salvatore |e investigator |4 oth | |
| 700 | 1 | |a Cristillo, Viviana |e investigator |4 oth | |
| 700 | 1 | |a Ranelli, Roberta |e investigator |4 oth | |
| 700 | 1 | |a Cosseddu, Maura |e investigator |4 oth | |
| 700 | 1 | |a Turrone, Rosanna |e investigator |4 oth | |
| 700 | 1 | |a Benazzo, Marco |e investigator |4 oth | |
| 700 | 1 | |a Del Maestro, Mattia |e investigator |4 oth | |
| 700 | 1 | |a Luzzi, Sabino |e investigator |4 oth | |
| 700 | 1 | |a Zoia, Cesare |e investigator |4 oth | |
| 700 | 1 | |a Sacco, Simona |e investigator |4 oth | |
| 700 | 1 | |a Ornello, Raffaele |e investigator |4 oth | |
| 700 | 1 | |a Mariangela, Vanalli |e investigator |4 oth | |
| 773 | 0 | 8 | |i Enthalten in |t Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology |d 2000 |g 45(2024), 5 vom: 01. Apr., Seite 2087-2095 |w (DE-627)NLM108608468 |x 1590-3478 |7 nnns |
| 773 | 1 | 8 | |g volume:45 |g year:2024 |g number:5 |g day:01 |g month:04 |g pages:2087-2095 |
| 856 | 4 | 0 | |u http://dx.doi.org/10.1007/s10072-023-07206-9 |3 Volltext |
| 912 | |a GBV_USEFLAG_A | ||
| 912 | |a GBV_NLM | ||
| 951 | |a AR | ||
| 952 | |d 45 |j 2024 |e 5 |b 01 |c 04 |h 2087-2095 | ||