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237 results on '"Gentile, Simona"'

1. 'It depends': Configuring AI to Improve Clinical Usefulness Across Contexts

Author

Zając, Hubert D., Ribeiro, Jorge M. N., Ingala, Silvia, Gentile, Simona, Wanjohi, Ruth, Gitau, Samuel N., Carlsen, Jonathan F., Nielsen, Michael B., and Andersen, Tariq O.

Subjects
Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence
Abstract

Artificial Intelligence (AI) repeatedly match or outperform radiologists in lab experiments. However, real-world implementations of radiological AI-based systems are found to provide little to no clinical value. This paper explores how to design AI for clinical usefulness in different contexts. We conducted 19 design sessions and design interventions with 13 radiologists from 7 clinical sites in Denmark and Kenya, based on three iterations of a functional AI-based prototype. Ten sociotechnical dependencies were identified as crucial for the design of AI in radiology. We conceptualised four technical dimensions that must be configured to the intended clinical context of use: AI functionality, AI medical focus, AI decision threshold, and AI Explainability. We present four design recommendations on how to address dependencies pertaining to the medical knowledge, clinic type, user expertise level, patient context, and user situation that condition the configuration of these technical dimensions.

Published
2024
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2. Profile, Healthcare Resource Consumption and Related Costs in ANCA-Associated Vasculitis Patients: A Real-World Analysis in Italy

Author

Degli Esposti, Luca, Dovizio, Melania, Perrone, Valentina, Veronesi, Chiara, Andretta, Margherita, Bacca, Marcello, Barbieri, Antonietta, Bartolini, Fausto, Cavaliere, Arturo, Chinellato, Alessandro, Ciaccia, Andrea, Cillo, Mariarosaria, Citraro, Rita, Costantini, Alberto, Dell’Orco, Stefania, Ferrante, Fulvio, Gentile, Simona, Grego, Stefano, Mancini, Daniela, Moscogiuri, Rossella, Mosele, Elena, Pagliaro, Romina, Procacci, Cataldo, Re, Davide, Santoleri, Fiorenzo, Ubertazzo, Loredana, Vercellone, Adriano, Ramirez de Arellano, Antonio, Gigliotti, Giuseppe, and Quartuccio, Luca

Published
2023
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6. The 4-DSD: A New Tool to Assess Delirium Superimposed on Moderate to Severe Dementia

Author

Morandi, Alessandro, Grossi, Eleonora, Lucchi, Elena, Zambon, Antonella, Faraci, Bianca, Severgnini, Jessica, MacLullich, Alasdair, Smith, Heidi, Pandharipande, Pratik, Rizzini, Andrea, Galeazzi, Marianna, Massariello, Francesca, Corradi, Samanta, Raccichini, Alessandra, Scrimieri, Antonia, Morichi, Valeria, Gentile, Simona, Lucchini, Flaminia, Pecorella, Laura, Mossello, Enrico, Cherubini, Antonio, and Bellelli, Giuseppe

Published
2021
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7. Visual and Hearing Impairment Are Associated With Delirium in Hospitalized Patients: Results of a Multisite Prevalence Study

Author

Tarasconi, A., Sella, M., Auriemma, S., Paternò, G., Faggian, G., Lucarelli, C., De Grazia, N., Alberto, C., Margola, A., Porcella, L., Nardiello, I., Chimenti, E., Zeni, M., Giani, A., Famularo, S., Romairone, E., Minaglia, C., Ceccotti, C., Guerra, G., Mantovani, G., Monacelli, F., Candiani, T., Ballestrero, A., Santolini, F., Rosso, M., Bono, V., Sibilla, S., Dal Santo, P., Ceci, M., Barone, P., Schirinzi, T., Formenti, A., Nastasi, G., Isaia, G., Gonella, D., Battuello, A., Casson, S., Calvani, D., Boni, F., Ciaccio, A., Rosa, R., Sanna, G., Manfredini, S., Cortese, L., Rizzo, M., Prestano, R., Greco, A., Lauriola, M., Gelosa, G., Piras, V., Arena, M., Cosenza, D., Bellomo, A., LaMontagna, M., Gabbani, L., Lambertucci, L., Perego, S., Parati, G., Basile, G., Gallina, V., Pilone, G., Giudice, C., De, F., Pietrogrande, L., De, B., Mosca, M., Corazzin, I., Rossi, P., Nunziata, V., D'Amico, F., Grippa, A., Giardini, S., Barucci, R., Cossu, A., Fiorin, L., Distefano, M., Lunardelli, M., Brunori, M., Ruffini, I., Abraham, E., Varutti, A., Fabbro, E., Catalano, A., Martino, G., Leotta, D., Marchet, A., Dell'Aquila, G., Scrimieri, A., Davoli, M., Casella, M., Cartei, A., Polidori, G., Brischetto, D., Motta, S., Saponara, R., Perrone, P., Russo, G., Del, D., Car, C., Pirina, T., Franzoni, S., Cotroneo, A., Ghiggia, F., Volpi, G., Menichetti, C., Bo, M., Panico, A., Calogero, P., Corvalli, G., Mauri, M., Lupia, E., Manfredini, R., Fabbian, F., March, A., Pedrotti, M., Veronesi, M., Strocchi, E., Borghi, C., Bianchetti, A., Crucitti, A., DiFrancesco, V., Fontana, G., Bonanni, L., Barbone, F., Serrati, C., Ballardini, G., Simoncelli, M., Ceschia, G., Scarpa, C., Brugiolo, R., Fusco, S., Ciarambino, T., Biagini, C., Tonon, E., Porta, M., Venuti, D., DelSette, M., Poeta, M., Barbagallo, G., Trovato, G., Delitala, A., Arosio, P., Reggiani, F., Zuliani, G., Ortolani, B., Mussio, E., Girardi, A., Coin, A., Ruotolo, G., Castagna, A., Masina, M., Cimino, R., Pinciaroli, A., Tripodi, G., Cannistrà, U., Cassadonte, F., Vatrano, M., Scaglione, L., Fogliacco, P., Muzzuilini, C., Romano, F., Padovani, A., Rozzini, L., Cagnin, A., Fragiacomo, F., Desideri, G., Liberatore, E., Bruni, A., Orsitto, G., Franco, M., Bonfrate, L., Bonetto, M., Pizio, N., Magnani, G., Cecchetti, G., Longo, A., Bubba, V., Marinan, L., Cotelli, M., Turla, M., Sessa, M., Abruzzi, L., Castoldi, G., LoVetere, D., Musacchio, C., Novello, M., Cavarape, A., Bini, A., Leonardi, A., Seneci, F., Grimaldi, W., Fimognari, F., Bambara, V., Saitta, A., Corica, F., Braga, M., Ettorre, E., Camellini, C., Bellelli, G., Annoni, G., Marengoni, A., Crescenzo, A., Noro, G., Turco, R., Ponzetto, M., Giuseppe, L., Mazzei, B., Maiuri, G., Costaggiu, D., Damato, R., Formilan, M., Patrizia, G., Gallucci, M., Paragona, M., Bini, P., Modica, D., Abati, C., Clerici, M., Barbera, I., NigroImperiale, F., Manni, A., Votino, C., Castiglioni, C., Di, M., Degl'Innocenti, M., Moscatelli, G., Guerini, S., Casini, C., Dini, D., D'Imporzano, E., DeNotariis, S., Bonometti, F., Paolillo, C., Riccardi, A., Tiozzo, A., DiBari, M., Vanni, S., Scarpa, A., Zara, D., Ranieri, P., Alessandro, M., Di, F., Pezzoni, D., Platto, C., D'Ambrosio, V., Ivaldi, C., Milia, P., DeSalvo, F., Solaro, C., Strazzacappa, M., Cazzadori, M., Confente, S., Grasso, M., Troisi, E., Guerini, V., Bernardini, B., Corsini, C., Boffelli, S., Filippi, A., Delpin, K., Faraci, B., Bertoletti, E., Vannucci, M., Tesi, F., Crippa, P., Malighetti, A., Bettini, D., Maltese, F., Abruzzese, G., Cosimo, D., Azzini, M., Colombo, M., Procino, G., Fascendini, S., Barocco, F., Del, P., Mazzone, A., Riva, E., Dell'Acqua, D., Cottino, M., Vezzadini, G., Avanzi, S., Brambilla, C., Orini, S., Sgrilli, F., Mello, A., Lombardi, L., Muti, E., Dijk, B., Fenu, S., Pes, C., Gareri, P., Passamonte, M., Rigo, R., Locusta, L., Caser, L., Rosso, G., Cesarini, S., Cozzi, R., Santini, C., Carbone, P., Cazzaniga, I., Lovati, R., Cantoni, A., Ranzani, P., Barra, D., Pompilio, G., Dimori, S., Cernesi, S., Riccò, C., Piazzolla, F., Capittini, E., Rota, C., Gottardi, F., Merla, L., Barelli, A., Millul, A., De, G., Morrone, G., Bigolari, M., Macchi, M., Zambon, F., Pizzorni, C., DiCasaleto, G., Menculini, G., Marcacci, M., Catanese, G., Sprini, D., DiCasalet, T., Bocci, M., Borga, S., Caironi, P., Cat, C., Cingolani, E., Avalli, L., Greco, G., Citerio, G., Gandini, L., Cornara, G., Lerda, R., Brazzi, L., Simeone, F., Caciorgna, M., Alampi, D., Francesconi, S., Beck, E., Antonini, B., Vettoretto, K., Meggiolaro, M., Garofalo, E., Notaro, S., Varutti, R., Bassi, F., Mistraletti, G., Marino, A., Rona, R., Rondelli, E., Riva, I., Scapigliati, A., Cortegiani, A., Vitale, F., Pistidda, L., D'Andrea, R., Querci, L., Gnesin, P., Todeschini, M., Lugano, M., Castelli, G., Ortolani, M., Cotoia, A., Maggiore, S., DiTizio, L., Graziani, R., Testa, I., Ferretti, E., Castioni, C., Lombardi, F., Caserta, R., Pasqua, M., Simoncini, S., Baccarini, F., Rispoli, M., Grossi, F., Cancelliere, L., Carnelli, M., Puccini, F., Biancofiore, G., Siniscalchi, A., Laici, C., Mossello, E., Torrini, M., Pasetti, G., Palmese, S., Oggioni, R., Mangani, V., Pini, S., Martelli, M., Rigo, E., Zuccalà, F., Cherri, A., Spina, R., Calamai, I., Petrucci, N., Caicedo, A., Ferri, F., Gritti, P., Brienza, N., Fonnesu, R., Dessena, M., Fullin, G., Saggioro, D., Morandi, Alessandro, Inzitari, Marco, Udina, Cristina, Gual, Neus, Mota, Miriam, Tassistro, Elena, Andreano, Anita, Cherubini, Antonio, Gentile, Simona, Mossello, Enrico, Marengoni, Alessandra, Olivé, Anna, Riba, Francesc, Ruiz, Domingo, de Jaime, Elisabet, and Bellelli, Giuseppe

Published
2021
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9. Understanding Factors Associated With Psychomotor Subtypes of Delirium in Older Inpatients With Dementia

Author

Rispoli, Vincenzo, Malara, Alba, Spadea, Fausto, Di Cello, Serena, Ceravolo, Francesco, Fabiano, Francesco, Chiaradia, Giuseppe, Gabriele, Amedeo, Lenino, Peluso, Andrea, Taristano, Settembrini, Vincenzo, Capomolla, Domenico, Citrino, Antonella, Scriva, Antonietta, Bruno, Irene, Secchi, Roberto, De Martino, Eugenio, Muccinelli, Roberto, Lupi, Gerardo, Paonessa, Patrizio, Fabbri, Andrea, Passuti, Maria Teresa, Castellari, Sofia, Po, Andrea, Gaggioli, Guido, Varesi, Massimo, Moneti, Paolo, Capurso, Sebastiano, Latini, Vincenzo, Ghidotti, Stefano, Riccardelli, Francesco, Macchi, Maurizio, Rigo, Rosaria, Claudio, Pascale, Angelo, Bosio, Flavio, Cerrato, Benedetta, Bardelli, Boffelli, Stefano, Cassinadri, Angela, Franzoni, Simone, Spazzini, Elena, Andretto, Daniela, Tonini, Gabriele, Andreani, Laura, Coralli, Mirco, Balotta, Antonio, Cancelliere, Roberto, Ballardini, Giorgio, Simoncelli, Margherita, Mancini, Annarita, Strazzacapa, Mara, Fabio, Stefano, De Filippi, Francesco, Giudice, Chiara, Dentizzi, Cosimo, Azzini, Margherita, Cazzadori, Marco, Mastroeni, Valeria, Bertassello, Paolo, Claudia Benati, Helena Santana, Nesta, Elisa, Tobaldini, Chiara, Guerini, Fabio, Elena, Tambara, Mombelloni, Paolo, Fontanini, Fulvio, Gabriella, Lassa, Pizzorni, Crosio, Oliverio, Martina, Del Grosso, Luciano Luca, Giavedoni, Cristina, Bidoli, Giuliano, Mazzei, Bruno, Corsonello, Andrea, Fusco, Sergio, Vena, Silvio, De Vuono, Tommaso, Maiuri, Giorgio, Luca, Fimognari Filippo, Andrea, Arone, Giovanni, Sgrò, Rossella, Nicolazzo, Castegnaro, Eugenio, De Rosa, Salvatore, Sechi, Rossella Bazzano, Benvenuti, Enrico, Del Lungo, Ilaria, Giardini, Sante, Giulietti, Chiara, Mauro, Di Bari, Eleonora, Barghini, Martina, Paoli, Irene, Fiordelli, Riccardo, Barucci, Federica, Sgrilli, Ilaria, Del Lungo, Bertoletti, Erik, D'Amico, Ferdinando, Caronzolo, Francesco, Grippa, Alessandro, Lombardo, Giuseppina, Pipicella, Tiziana, Antonino, Saitta, Francesco, Corica, Valeria, Prestipino Giarritta, Daniela, Larosa, Domenico, Cucinotta, Giorgio, Basile, March, Albert, Nitti, Maria Teresa, Felici, Alessandro, Pavan, Silvia, Piazzani, Fabrizio, Lunelli, Alessandra, Dimori, Sergio, Margotta, Alessandro, Soglia, Tiziano, Postacchini, Demetrio, Brunelli, Roberto, Santini, Silvia, Francavilla, Monia, Macchiati, Ilenia, Sorvillo, Francesca, Giuli, Cinzia, Mecocci, Patrizia, Longo, Annalisa, Perticone, Francesco, Addesi, Desireè, Rosa, Paola Cerra, Bencardino, Giuseppe, Falbo, Tania, Grillo, Nadia, Marco, Filice, Mirella, Flippo, Fantò, Fausto, Isaia, Gianluca, Pezzilli, Stella, Bergamo, Daniele, Furno, Elisabetta, Rrodhe, Sokol, Lucarini, Simonetta, Dijk, Babette, Dall'Acqua, Francesca, Cappelletto, Francesco, Calvani, Donatella, Becheri, Dimitri, Giuseppe, Mottino, Costanza, Mitidieri, Vito, Antonio, Francesca, Bartalucci, Magherini, Lorenza, Novella, Malin, Franca, Boni, Lucia Gambardella, Paoli Martina, Valente, Carlo, Ilaria, Bracali, Alice, Foschini, Bo, Mario, Porrino, Paola, Ceci, Giacomo, Giuliana, Bottignole, Michela, Tibaldi, Eleonora, Coppo, Ettore, Evaristo, Camellini, Cinzia, Servello, Adriana, Grassi, Alessandro, Rozzini, Renzo, Tironi, Sara, Grassi, Maria Grazia, Troisi, Elio, Carlo, Caltagirone, Simona Gabriella, Di Santo, Flaminia, Franchini, Federica, Ratto, Beatrice, Pavoni, Sofia, Toniolo, Gabutto, Anna, Quazzo, Loredana, Rosatello, Annalisa, Suraci, Domenico, Tagliabue, Benedetta, Perrone, Chiara, Ferrara, Lucia, Castagna, Alberto, Tremolada, Maria Luisa, Giuseppe, Castoldi, Stefano, Barbero, Davide, Oltramonti, Piano, Simonetta, Serviddio, Gaetano, Lo Buglio, Aurelio, Gurrera, Tiziana, Merlo, Valeria, Rovai, Carla, Cotroneo, Antonino Maria, Carlucci, Rosaria, Abbaldo, Anna, Monzani, Fabio, Qasem, Ahmad Amedeo, Bini, Giacomo, Tafuto, Silvia, Galli, Giovanni, Bruni, Amalia Cecilia, Mancuso, Giovanna, Mancuso, Gerardo, Calipari, Daniela, Giuseppe Massimiliano, De Luca, Bernardini, Bruno, Corsini, Carla, Michele, Ciccarelli, Sara, Dal Farra, Cagnin, Annachiara, Fragiacomo, Federica, Pompanin, Sara, Piero, Amodio, Marco, Cagnin, Zurlo, Amedeo, Guerra, Gianluca, Pala, Marco, Menozzi, Luca, Gatti, Chiara Delli, Magon, Stefania, Roberto, Manfredini, Alfredo, De Giorgi, Fabio, Fabbian, Ruana, Tiseo, Elisa, Misurati, Benedetta, Boari, Christian, Molino, Marco, Pala, Massimo, Gallerani, Di Francesco, Vincenzo, Faccioli, Silvia, Pellizzari, Luca, Giorgia, Fontana, Barbagallo, Giuseppe, Lunardelli, Maria Lia, Martini, Emilio, Ferrari, Eleonora, Macchiarulo, Maria, Corneli, Maria, Bacci, Monica, Battaglia, Giuseppe, Anastasio, Luigi, Lo Storto, Mario Sostene, Seresin, Chiara, Simonato, Matteo, Loreggian, Michele, Cestonaro, Fausta, Durando, Mario, Latella, Raffaele, Mazzoleni, Marta, Russo, Giuseppe, Ponte, Martino, Valchera, Alessandro, Salustri, Giuseppe, Petritola, Donatella, Costa, Alfredo, Sinforiani, Elena, Cotta, Matteo Ramusino, Pizio, Renato Nicola, Cester, Alberto, Formilan, Marino, Pietro, Bonometto, Carbone, Pasqualina, Cazzaniga, Ilaria, Appollonio, Ildebrando, Cereda, Diletta, Stabile, Andrea, Xhani, Rubjona, Acampora, Roberto, Tremolizzo, Lucio, Federico, Pieruzzi, Antonio, Ciaccio, Valerio, Pontecorvi, Cesare, Burti, Zhirajr, Mokini, Giovanni, Vitale, Maria, Amigoni, Mariaelena, Sparacino, Bottacchi, Edo, Bucciantini, Elisabetta, Di Giovanni, Marco, Franchi, Fabrizio, Lucchetti, Lucio, Mariani, Claudio, Grande, Giulia, Rapazzini, Piero, Marco, Mauri, Romanelli, Giuseppe, Marengoni, Alessandra, Franco, Nicosia, Alessio, Margola, Stefano, Bonardelli, Nicola, Latronico, Laura, Porcella, Nazario, Portolani, Carlo, Concoreggi, Chiara, Grassini, Soccorso, Pronto, Andrea, Salvi, Luca, Bianchetti, Francesca, Spagnoli, Roberto, Apuzzo, Marco, Fontanella, Anna, Ceraso, Francesco, Castelli, Fugazza, Luciano, Guerrini, Chiara, De Paduanis, Giovanna, Iallonardo, Lucia, Palumbo, Pasquale, Zuliani, Giovanni, Ortolani, Beatrice, Capatti, Eleonora, Soavi, Cecilia, Bianchi, Lara, Francesconi, Daniela, Miselli, Agata, Gloria, Brombo, Tommaso, Romagnoli, Chiara, Pazzaglini, Agata, Miselli Maria, Marco, Dall'Agata, Luca, Menozzi, Gianluca, Guerra, Suardi, Teresa, Mazzone, Andrea, Zaccarini, Cinzia, Manuela, Riva, Mirra, Gianluca, Muti, Ettore, Bottura, Renato, Gianpaolo, Moretti, Secreto, Piero, Bisio, Erika, Cecchettani, Marco, Naldi, Tamara, Pallavicino, Alessandra, Pugliese, Michela, Iozzo, Rosaria Cosima, Grassi, Guido, Michele, Bombelli, Raffaella, Dell'Oro, Fosca, Quarti Trevano, Giorgio, Giussani Carlo, Giovanni, Paternò, Ernesto, Contro, Mannironi, Antonio, Giorli, Elisa, Oberti, Sara, Fierro, Brigida, Piccoli, Tommaso, Giacalone, Fabio, Mandas, Antonella, Serchisu, Luca, Costaggiu, Diego, Pinna, Elisa, Orrù, Francesca, Mannai, Martina, Cordioli, Zeno, Pelizzari, Luca, Turcato, Emanuela, Arduini, Pietro, Cacace, Carlo, Chiloiro, Roberta, Cimino, Rosella, Ruberto, Carmen, Giovanni, Ruotolo, Pietro, Gareri, Laura, Greco, Alberto, Castagna, Carmen, Ruberto, Santo, Pierluigi Dal, Andriolli, Antonino, Burattin, Giuseppe, Rossi, Laura, Andreolli Antonino, Cervati Giovanna, Giuseppe, Catalano, Tezza, Fabiana, Maddalena, Pizzardini, Laura, Stievano, Crippa, Patrizia, Aloisio, Paola, Di Monda, Tiziana, Malighetti, Alessandro, Galbassini, Gloria, Salutis, Domus, Ivaldi, Claudio, Russo, Anna Maria, Bennati, Ettore, Pino, Elisabetta, Zavarise, Gianmaria, Pesci, Alberto, Suigo, Giulia, Faverio, Paola, Andrea, Gori, Sabrina, Perego, Zanasi, Massimo, Moniello, Giovanni, Rostagno, Carlo, Cartei, Alessandro, Polidori, Gianluca, Ungar, Andrea, Melis, Maria Ramona, Martellini, Eleonora, Enrico, Mossello, Monica, Torrini, Antonella, Giordano, Giovanna, Leone, Migliorini, Marta, Caramelli, Francesca, Battiston, Bruno, Berardino, Maurizio, Cavallo, Simona, Alessandro, Massè, Anna, Santoro, Lombardi, Bruna, D'Ippolito, Pierpaolo, Furini, Angela, Villani, Daniele, Clara, Raimondi, Guarneri, Massimo, Paolucci, Stefano, Bassi, Andrea, Coiro, Paola, De Angelis, Domenico, Morone, Giovanni, Venturiero, Vincenzo, Palleschi, Lorenzo, Raganato, Paolo, Di Niro, Giuseppina, Rosa, Casini Anna, Loredana, Bove, Imoscopi, Alessandra, Isaia, Giancarlo, Tibaldi, V., Bottignole G, G., Calvi, E., Clementi, C., Zanocchi, M., Agosta, L., Nortarelli, Antonella, Provenzano, Giuseppe, Mari, Daniela, Romano, Federica Ylenia, Rosini, Francesca, Mansi, Marta, Rossi, Silvia, Geriatria, Alex Riccardelli, Inzaghi, Lorenzo, Bonini, Giulia, Rossi, Paolo, Potena, Alfredo, Lichii, Mihaela, Candiani, Tiziana, Grimaldi, William, Bertani, Emiliano, Alessandra, Porta, Calogero, Pietro, Pinto, Daniela, Bernardi, Roberto, Nicolino, Francesco, Galetti, Caterina, Gianstefani, Alice, Giulia, Corvalli, Lorenzo, Mulazzani, Odetti, Patrizio, Monacelli, Fiammetta, Prefumo, Matteo, Fiammetta, Monacelli, Canepa, Marta, Minaglia, Cecilia, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Prestano, Raffaele, Dalise, Anna Maria, Barra, Davide, Bosco, Livio Dal, Asprinio, Vincenzo, Dallape, Luciana, Perina, Elisa, Incalzi, Raffaele Antonelli, Bartoli, Isaura Rossi, Pluderi, Alice, Maina, Antonella, Pecoraro, Elisabetta, Sciarra, Michela, Prudente, Angela, Paola, Maina, Francesca, Mete, Manuel, Ventura, Luisella, Cesari, Maria, Pernigotti Luigi, Tina, Santangelo, Benini, Lucia, Levato, Francesco, Mhiuta, Victor, Alius, Florin, Davidoaia, Diana, Giardini, Vittorio, Garancini, Mattia, Bellamoli, Claudio, Terranova, Luciano, Bozzini, Claudia, Tosoni, Paolo, Provoli, Emma, Cascone, Luisa, Dioli, Andrea, Ferrarin, Gianfranco, Bucci, Adelmo, Bua, Guido, Fenu, Sara, Bianchi, Giovanna, Casella, Silvia, Romano, Valentina, Maurizio, Poli, Mascherona, Ilenia, Belotti, Gloria, Cavaliere, Sabina, Cuni, Estella, Merciuc, Nina, Oberti, Rosella, Veneziani, Silvia, Capoferri, Emanuela, De Bernardi, Elisabetta, Colombo, Katia, Bravi, Marco, Nicoletta, Negrinotti, D'Arcangelo, Paolo, Montenegro, Nicola, Montanari, Roberto, Lamanna, Pierpaolo, Gasperini, Beatrice, Isabella, Montesi, Stefania, Diotallevi, Gaia, Altobelli, Filippo, Calcinaro, Palamà, Chiara, Di Emidio, Chiara, Scarpini, Elio, Arighi, Andrea, Fumagalli, Giorgio, Basilico, Paola, De Amicis Margherita, Migone, Marta, Mancarella, Diletta, Maira, Granata, Antonino, Ranalli, Claudia, Cammilli, Alessandra, Cavallini, Maria Chiara, Tricca, Manola, Natella, Daniela, Gabbani, Luciano, Tesi, Francesca, Martella, Letizia, Imbrici, Rosalba, Guerrini, Gianbattista, Scotuzzi, Anna Maria, Sozzi, Ferdinando, Valenti, Luigi, Chiarello, Antonino, Monia, Monella, Pilotto, Alberto, Prete, Camilla, Senesi, Barbara, Meta, Anna Cristina, Pendenza, Enrico, Pasqualetti, Giuseppe, Polini, Antonio, Tognini, Sara, Ballino, Elena, Cherubini, Antonio, Dell'Aquila, Giuseppina, Gasparrini, Pina Maria, Marotti, Elisabetta, Migale, Monica, Scrimieri, Antonia, Falsetti, Lorenzo, Salvi, Aldo, Toigo, Gabriele, Ceschia, Giuliano, Rosso, Alessia, Tongiorgi, Chiara, Scarpa, Cristina, Maurizio, Pacchioni, De Dominicis, Luigino, Pucci, Eugenio, Renzi, Sara, Cartechini, Elisabetta, Tomassini, Pia Francesca, Del Gobbo, Maurizio, Ugenti, Francesca, Romeo, Pasquale, Nardelli, Anna, Lauretani, Fulvio, Visioli, Sandra, Montanari, Ilaria, Ermini, Francesca, Giordano, Antonio, Pigato, Giorgio, Simeone, Emilio, Barbujani, Mario, Giampieri, Marina, Amoruso, Raffaele, Piccinini, Maristella, Ferrari, Camilla, Gambetti, Claudio, Sfrappini, Mario, Semeraro, Letizia, Striuli, Rinaldo, Mariani, Claudia, Pelliccioni, Giuseppe, Marinelli, Donatella, Fabi, Katia, Rossi, Tommaso, Pesallaccia, Martina, Sabbatini, Debora, Gobbi, Beatrice, Cerqua, Raffaella, Tagliani, Giancarla, Schlauser, Elena, Caser, Luciano, Caramello, Elisa, Sandigliano, Franca, Rosso, Giorgio, Ferrari, Alberto, Bendini, Chiara, Luisa, Davoli Maria, Casella, Monica, Prampolini, Raffaella, Scevola, Moreno, Vitale, Enrico, Roberto, Brugiolo, Carlo, Fagherazzi, Sergio, Fusco, Alberto, Scarpa, Daniela, Zara, Giulia, Bertozzo, Serena, Granziera, Michele, Barazzuol, Maugeri, Domenico, Sorace, Rosaria, Anzaldi, Massimiliano, De Gesu, Roberto, Morrone, Giuseppe, Davolio, Federica, Fabbo, Andrea, Palmieri, Marina, Zoli, Marco, Forti, Paola, Pirazzoli, Luca, Fabbri, Elisa, Terenzi, Laura, Bergolari, Federica, Wenter, Christian, Ruffini, Ingrid, Insam, Miriam, Abraham, Elisabeth, Kirchlechner, Christine, Cucinotta, Domenico, Antonino, Lasco, Basile, Giorgio, Grazia, Arena Maria, Parise, Pasquale, Boccali, Andrea, Amici, Serena, Gambacorta, Maurizia, Lasagni, Anna, Lovati, Roberto, Giovinazzo, Francesca, Kimak, Elzbieta, Zappa, Paolo, Medici, Francesco, Lo Castro, Marika, Mauro, Flavia, De Luca, Alessandro, Sancesario, Giuseppe, Martorana, Alessandro, Scaricamazza, Beatrice, Toniolo, Sofia, Di Lorenzo, Francesco, Liguori, Claudio, Lasco, Antonino, Vita, Natale, Giomi, Mirna, Forte, Floriana, Padovani, Alessandro, Rozzini, Luca, Ceraso, Anna, Salvatore, Caratozzolo, Cottino, Maria, Vitali, Silvia, Marelli, Eleonora, Tripi, Gabriele, Miceli, Salvatore, Urso, Giovanni, Grioni, Giuseppe, Vezzadini, Giuliana, Misaggi, Giulia, Forlani, Chiara, Avanzi, Stefano, Serena, Saulle, Claudia, Casarini, Marilena, Viggiano, Alberto, Luisa, Diego, Ghianda, Alessandro, Giordano, Iemolo, Francesco, Giordano, Antonello, Sanzaro, Enzo, D'Asta, Gabriele, Proietto, Maria, Carnemolla, Anna, Razza, Grazia, Spadaro, Daniela, Bertolotti, Marco, Mussi, Chiara, Neviani, Francesca, Roberto, Chiesa, Valentina, Guerzoni, Linda, Morselli, Francesca, Venturelli, Tarozzi, Adriano, Balestri, Francesca, Mannarino, Giulio, Bigolari, Michela, Natale, Alessia, Grassi, Simona, Bottaro, Cinzia, Stefanelli, Sara, Bovone, Ugo, Tortorolo, Umberto, Quadri, Roberto, Leone, Giuseppe, Ponzetto, Maria, Frasson, Paola, Annoni, Giorgio, Bellelli, Giuseppe, Bruni, Adriana, Confalonieri, Roberto, Corsi, Maurizio, Moretti, Daniela, Teruzzi, Fabiola, Umidi, Simona, Mazzola, Paolo, Perego, Sabrina, Persico, Ilaria, Olivieri, Giulia, Bonfanti, Alessandra, Hajnalka, Szabò, Galeazzi, Marianna, Massariello, Francesca, Anzuini, Alessandra, Caffarra, Paolo, Barocco, Federica, Spallazzi, Marco, Paolo, Ceda Gian, Simonetta, Morganti, Andrea, Artoni, Chioatto, Paolo, Bortolamei, Sandra, Soattin, Lucia, Ruotolo, Giovanni, Beneamino, Borelli, Giuseppe, Barilaro, Bertazzoli, Marco, Rota, Elisabetta, Adobati, Annamaria, Scarpa, Alberto, Granziera, Serena, Zuccher, Paola, Fabbro, Angela Dal, Zara, Daniela, Lo Nigro, Ambra, Franchetti, Lorena, Toniolo, Marika, Marcuzzo, Cinzia, Rollone, Marco, Guerriero, Fabio, Sgarlata, Carmelo, Massè, Alessandro, Zatti, Giovanni, Piatti, Massimiliano, Graci, Jole, Benati, Giuseppe, Boschi, Federica, Biondi, Mario, Fiumi, Nicoletta, Erika, Tamburini, Locatelli, Sergio Mario, Mauri, Sabrina, Beretta, Mauro, Margheritis, Laura, Desideri, Giovanbattista, Liberatore, Ester, Carucci, Anna Cecilia, Bonino, Paolo, Caput, Margherita, Antonietti, Maria Paola, Polistena, Giuseppe, De la Pierre, Franz, Mari, Marcello, Massignani, Paola, Tombesi, Fabio, Selvaggio, Fabio, Verbo, Brunella, Bodoni, Paolo, Marchionni, Niccolò, Mossello, Enrico, Sabatini, Tony, Mussio, Eleonora, Magni, Eugenio, Bianchetti, Angelo, Crucitti, Andrea, Titoldini, Giulia, Cossu, Beatrice, Fascendini, Sara, Licini, Cristina, Tomasoni, Angela, Calderazzo, Massimo, Daniela, Tropiano, Valentina, Laganà, Melotti, Rita Maria, Lilli, Albina, Buda, Simona, Adversi, Marco, Noro, Gabriele, Turco, Renato, Ubezio, M Chiara, Mantovani, Anna Roberta, Viola, Maria Cristina, Serrati, Carlo, Pretta, Stefano, Infante, Maria, Gentile, Simona, Morandi, Alessandro, D'Ambrosio, Viviana, Mazzanti, Paolo, Brambilla, Cristina, Sportelli, Silvia, Platto, Caterina, Faraci, Bianca, Quattrocchi, Daniela, Pernigotti, Luigi Maria, Pisu, Cristina, Sicuro, Francesca, Zagnoni, Piergiuseppe, Ghiglia, Stefania, Mosca, Massimiliano, Corazzin, Ileana, Deola, Mariangela, Biagini, Carlo Adriano, Bencini, Francesca, Cantini, Claudia, Tonon, Elisabetta, Pierinelli, Silvia, Onofrj, Marco, Thomas, Astrid, Filomena, Borbone, Bonanni, Laura, Gabriella, Cacchiò, Comi, Giancarlo, Magnani, Giuseppe, Santangelo, Roberto, Mazzeo, Salvatore, Giuseppe, Magnani, Francesca, Caso, Giordano, Cecchetti, Roberto, Sant'Angelo, Barbieri, Cristina, Giroldi, Liviana, Bandini, Fabio, Masina, Marco, Malservisi, Simona, Cicognani, Annalena, Ricca, Laura, Piccininni, Maristella, Tassinari, Tiziana, Brogi, Davide, Sugo, Annalisa, Alessandra, Filippi, Sonia, Manfredi, Valerio, Vanni, Andrea, Usai Carlo, Enrico, Colombo, Vera, Renna Francesca, Assunta, Sauchella, Gianmaria, Zavarise, Mauro, Prete, Pietro, Bisagni, Roberto, Masini, Salvatore, Carrabetta, Barone, Antonella, Razzano, Monica, Giuseppe, Imperoli, Angela, Bini, Francesco, Serra, Valeria, D'Agostino, Federico, Gianolla, Lucia, Pietrangeli, Antonella, Velardi, Elisabetta, Di Cello, Cristina, Rosati, Nadia, Casali, Maria, Sessa, Luciano, Abruzzi, Chiara, Costanzi, Bini, Paolo, Pignata, Michele, Enrico, Buonagurio, Maria, Vollery, Giovanni, Carrieri, Giorgio, Cioni, Andrea, Toschi, Marco, Metra, Piera, Ranieri, Alberto, Zucchelli, Ceccon, Anna, Magrin, Laura, Marin, Sara, Barbara, Sofia, Marco, Masina, Laura, Ghedini, Matteo, Moroni, Marco, Paragona, Caterina, Pallotti Maria, Carla, Rota, Federica, Gottardi, Clara, Tomasoni, Melania, Cappuccio, Giampaolo, Bonini, Stefano, Guerini, Valeria, Guerini, Lucia, Merla, Giovambattista, Desideri, Ester, Liberatore, Cecilia, Carucci Anna, Maurizio, Tovaglieri, Vera, Renna Frandesca, Nadia, Bongiorni, Grillo, Antonio, Arenare, Francesca, Tonino, Mineo, David, Kanah, Giorgio, Vianello Piero, Ubaldo, Balducci, Vincenzo, Sidoti, Stefano, Montanari, Marino, Formilan, Busonera Flavio, Murelli Teodolindo, Paolo, Albanese, Monica, Maselli, Francesco, Bolzetta, Roberto, Fabris, Paolo, Bonino, DuranteMangoni, Emanuele, Testoni, Michela, Fabio, Di Stefano, Loredana, Seccia, Valeria, Sonzini, Fabiano, Maria, Annabella, Di Giorgio, Salvatore, De Cosmo, Greco, Antonio, Grazia, D'Onofrio, Daniele, Sancarlo, Gianluca, Resta, Renzo, Girardello, Sergio, Minervini, Morena, Boni, Vitali, Mariagrazia, Marina, Pizzoni, Paolo, De Colle, Cristina, Scarpa, Alessandra, Frattola, Orlandini, Francesco, La Regina, Micaela, Desirée, Addesi, Mirella, Filippo, Mario, Bo, Paola, Porrino, Padulo, Filomena, Cristina, Margheriti, Dario, Rolano, Giancarla, Moscatelli, Guido, Radaelli, Elena, Montini, Prete, Cosimo, Marileda, Novello, Igor, Bramuzzo, Nicole, Bertin, Elena, Rinaldo, Paolillo, Ciro, Riccardi, Angela, Claudia, Benedetti, Barbara, Rizzi, Francesca, Montagna, Silvia, Vitali, Chiara, Cutaia, Oliver, Baca, Mauro, Colombo, Eleonora, Marelli, Giuseppe, Procino, Rosaria, Tararà, Maria, Cottino, Davide, Dell'Acqua, Stefania, Cislaghi, Marco, Cairati, Massimo, Porta, Luca, Scaglione, Martina, De Feo, Paola, Vertolli, Lia, Salvati, Sandro, Cinotti, Valentina, De Santis, Erminia, Biferi, Paola, Cheli, Romina, Rebizzo, Minisola, Salvatore, Luciano, Colangelo, Pasquale, Abete, Ilaria, Liguori, Francesca, Curcio, Guglielmo, Spassini, Marco, Engheben, Sara, Rotunno, Paola, Arosio, Claudio, Angelini, Francesco, Reggiani, Alessandro, Cappelli, Simona, Marcheselli, Lara, Fratticci, Paola, Ranzani, Simonetta, Cesarini, Antonella, Cerini, Generoso, Uomo, Fernando, Gallucci, Giuliano, Ceschia, Emanuela, Serra, Mariolina, Sola, Alessandro, Delitala, Chiara, Pes, Giulia, Lobianco, Alessandro, Giani, Famularo, Simone, Sandini, Marta, Pinotti, Enrico, Gianotti, Luca, Antonella, Battuello, Giulia, Pintore, Sante, Giardini, Rossi, Andrea, Rubele, Sofia, Sant, Selena, Marco, Vignati, Danila, Clerici, Fabio, Rosa, Bandirali, Maria Pia, Nicoletta, Cattaneo, Laura, Boffi, Paolo, Tosoni, Luciano, Terranova, Leonello, Avalli, Margherita, Scanziani, Stefania, De Notaris, Pierluigi, Del Santo, Laura, Rossi, Fabiana, Tezza, Giovanna, Cervati, Antonino, Andreolli, Felice, Catalano, Giuseppe, Burattin, Danilo, Fogli, Giovanna, Di Bella, Francesco, Landi, Salini, Sara, Angela, Brunetti Maria, Giorgetta, Cappa, Giovanni, Galvagno, Paola, Cena, Gerardo, Bruno, Silvio, Raspo, Letizia, Semeraro, Sabrina, Pedrotti, Davide, Barra, Rosaria, Rizzo Maria, Maria, Dalise Anna, Raffaele, Prestano, Palmieri, Vincenzo Ostilio, Palasciano, Giuseppe, Belfiore, Anna, Portincasa, Piero, Carlo, Sabbà, Vincenzo, Solfrizzi, Alessia, D'introno, Valiani, Vincenzo, Carolina, Bologna, Tiziana, Ciarambino, Paola, Turelli, Ugo, Pazzaglia, Federica, Rodella, Giacomo, Piana, Castellano, Maurizio, Anna, Garelli, Elisa, Casella, Federica, Campana, Antonietta, Coschignano Maria, Luigi, Marinangeli, Fabio, Lorico, Salvatore, Bazzano, Giuseppe, Menculini, Gelosa, Giorgio, Viviana, Ambrogio Teresa, Piras, Valentina, Andrea, Ciricugno, Alessandra, Bollari, Coen, Daniele, Magliola, Renata, Milanesio, Deborah, Muzzulini, Carlo Lorenzo, Paolo, Fogliacco, Marinella, Turla, Sofia, Cotelli Maria, Marta, Bianchi, Siano, Pietro, Capo, Giuseppe, Napoletano, Rosa, Cecilia, Politi, Mancini, Concetta, Del Buono, Corrado, De Bartolomeo, Giuseppe, Addolorata, Martinelli, Carmen, Cefalogli, Roberto, Cozzi, Giovanni, Virtuani Angelo, Moschettini, Gianfilippo, Franco, Mastroianni, Daniela, Roglia, D'Amico, Gabriella, Mirella, Palella, Endrizzi, Cristina, Trotta, Lucia, Ciarambino, Tiziana, Orazio, Zanetti, Emanuela, Terazzi, Marta, Sacchetti, Thomas, Fleetwood, Giacomo, Tondo, Ignazio, Di Fazio, Andrea, Bruni, Giuseppe, Orsitto, Emanuela, Fabbro, Serena, Amici, Elena, D'Imporzano, Anna, Casanova, Serena, Bertolio, Erika, Nervo, Roberto, Silvestri, Elena, Semproni, Manuela, Pintus, Francesca, Aloe, Angelo, Tagliaccica, Zambon, Antonella, and Di Santo, Simona G.

Published
2020
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13. Clinical Features Associated with Delirium Motor Subtypes in Older Inpatients: Results of a Multicenter Study

Author

Boffelli, Stefano, Di Stefano, Fabio, De Filippi, Francesco, Guerini, Fabio, Bertoletti, Erik, March, Albert, Margiotta, Alessandro, Mecocci, Patrizia, Addesi, Desireè, Fantò, Fausto, Isaia, Gianluca, Dijik, Babette, Porrino, Paola, Cotroneo, Antonino Maria, Galli, Giovanni, Bruni, Amalia Cecilia, Bernardini, Bruno, Corsini, Carla, Cagnin, Annachiara, Zurlo, Amedeo, Barbagallo, Giuseppe, Lunardelli, Maria Lia, Martini, Emilio, Battaglia, Giuseppe, Latella, Raffaele, Petritola, Donatella, Sinforiani, Elena, Cester, Alberto, Formilan, Marino, Carbone, Pasqualina, Appollonio, Ildebrando, Cereda, Diletta, Tremolizzo, Lucio, Bottacchi, Edo, Lucchetti, Lucio, Mariani, Claudio, Rapazzini, Piero, Romanelli, Giuseppe, Marengoni, Alessandra, Zuliani, Giovanni, Bianchi, Lara, Suardi, Teresa, Muti, Ettore, Bottura, Renato, Sgrò, Giovanni, Mandas, Antonella, Serchisu, Luca, Crippa, Patrizia, Ivaldi, Claudio, Ungar, Andrea, Villani, Daniele, Raimondi, Clara, Mussi, Chiara, Isaia, Giancarlo, Provenzano, Giuseppe, Mari, Daniela, Odetti, Patrizio, Monacelli, Fiammetta, Incalzi, Raffaele Antonelli, Pluderi, Alice, Bellamoli, Claudio, Terranova, Luciano, Scarpini, Elio, D'Amico, Ferdinando, Cavallini, Maria Chiara, Guerrini, Gianbattista, Scotuzzi, Anna Maria, Chiarello, Antonino, Pilotto, Alberto, Tognini, Sara, Dell'Aquila, Giuseppina, Toigo, Gabriele, Ceschia, Giuliano, Piccinini, Maristella, Fabbo, Andrea, Zoli, Marco, Forti, Paola, Wenter, Christian, Basile, Giorgio, Lasagni, Anna, Padovani, Alessandro, Rozzini, Luca, Cottino, Maria, Vitali, Silvia, Tripi, Gabriele, Avanzi, Stefano, Umidi, Simona, Moretti, Daniela, Ruotolo, Giovanni, Boschi, Federica, Bonino, Paolo, Marchionni, Niccolò, Cavallini, Maria C., Fascendini, Sara, Noro, Gabriele, Turco, Renato, Ubezio, Maria C., Serrati, Carlo, Infante, Maria, Gentile, Simona, Pernigotti, Luigi M., Biagini, Carlo A., Canonico, Enzo, Bonati, Pietro, Gareri, Pietro, Caffarra, Paolo, Ceretti, Arcangelo, Castiglia, Rosanna, Gabelli, Carlo, Storto, Mario Lo, Putzu, Paolo, Bellelli, Giuseppe, Morandi, Alessandro, Di Santo, Simona, Mazzone, Andrea, Rozzini, Renzo, Zanetti, Ermellina, Bianchetti, Angelo, Bo, Mario, Mossello, Enrico, Cherubini, Antonio, Ferrara, Nicola, Ferrari, Alberto, Musicco, Massimo, Trabucchi, Marco, Di Santo, Simona G., and Meagher, David

Published
2017
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14. Association of brain amyloidosis with pro-inflammatory gut bacterial taxa and peripheral inflammation markers in cognitively impaired elderly

Author

Cattaneo, Annamaria, Cattane, Nadia, Galluzzi, Samantha, Provasi, Stefania, Lopizzo, Nicola, Festari, Cristina, Ferrari, Clarissa, Guerra, Ugo Paolo, Paghera, Barbara, Muscio, Cristina, Bianchetti, Angelo, Volta, Giorgio Dalla, Turla, Marinella, Cotelli, Maria Sofia, Gennuso, Michele, Prelle, Alessandro, Zanetti, Orazio, Lussignoli, Giulia, Mirabile, Dario, Bellandi, Daniele, Gentile, Simona, Belotti, Gloria, Villani, Daniele, Harach, Taoufiq, Bolmont, Tristan, Padovani, Alessandro, Boccardi, Marina, and Frisoni, Giovanni B.

Published
2017
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16. Iatrogenic papillary renal cell carcinoma rupture with abdominal seeding three months after surgery

Author

Gentile, Simona

Subjects
Clinical Cases, Uroradiology & genital male imaging, Urinary Tract / Bladder, CT
Abstract

Clinical History: 56 year-old man with unmotivated weight loss, night sweats and appetite loss, is referred to a chest-abdomen-pelvis CT which shows a 7x8x8 cm tumor with central necrosis in the right kidney (Figs. 1-2). The patient undergoes radical open nephrectomy during which the tumor ruptures. The histopathological report indicates papillary RCC type 2 (T2aN1M0). Three months later, the patient presents with painful mass feeling in the scar., 56 years, male

Published
2023
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17. A 3-year follow-up study on bone structure elastic quality

Author

Cosmi, Francesca, Gentile, Simona, Carrato, Sergio, Cosmi, Francesca, Gentile, Simona, and Carrato, Sergio

Subjects
Medical Devices, Bone, Osteoporosis, BES TEST®, Osteoporosi, Medical Device
Abstract

Osteoporosis is called a silent disease because bone fragility manifests itself to the patient only in an advanced state, through fracture and pain. Medical and industry leaders recognize that the current golden standard diagnostic method, densitometry, or Dual Energy X-ray Absorptiometry (DEXA), may not always be sufficient to assess the patient’s real risk of fragility fracture [1]. Indeed, pathological alterations affect not only the mineral content (quantity) of the bone, but also its “quality”, which can be measured from the elastic properties of the bone internal trabecular structure by means of the Bone Elastic Structure Test, BES TEST®. In this study, the incidence of fragility fractures was assessed after a 3-year follow-up period in the women enrolled for a population study in 2015. The BES TEST® resulted an effective estimator of bone health, and can improve the assessment of the patient’s fracture risk map.

Published
2023

19. Exploratory pharmacovigilance with machine learning in big patient data:a focused scoping review

Author

Kaas-Hansen, Benjamin Skov, Gentile, Simona, Caioli, Alessandro, Andersen, Stig Ejdrup, Kaas-Hansen, Benjamin Skov, Gentile, Simona, Caioli, Alessandro, and Andersen, Stig Ejdrup

Abstract

BACKGROUND: Machine learning can operationalise the rich and complex data in electronic patient records for exploratory pharmacovigilance endeavours.OBJECTIVE: To identify applications of machine learning and big patient data in exploratory pharmacovigilance.METHODS: We searched PubMed and Embase and included original articles with an exploratory pharmacovigilance purpose, focusing on medicinal interventions and reporting the use of machine learning in electronic patient records with ≥1,000 patients collected after market entry.FINDINGS: Of 2,557 studies screened, seven were included. Those covered six countries and were published between 2015 and 2021. The most prominent machine learning methods were random forests, logistic regressions and support vector machines. Two studies used artificial neural networks or Naive Bayes classifiers. One study used formal concept analysis for assocation mining, and another used temporal difference learning. Five studies compared several methods against each other. The numbers of patients in most data sets were in the order of thousands; two studies used what can more reasonably be considered big data with >1,000,000 patients records.CONCLUSION: Despite years of great aspirations for combining machine learning and clinical data for exploratory pharmacovigilance, only few studies still seem to deliver somewhat on these expectations.

Published
2023

20. Healthcare Resource Consumption and Related Costs in Patients on Antiretroviral Therapies: Findings from Real-World Data in Italy

Author

Perrone, Valentina, primary, Dovizio, Melania, additional, Sangiorgi, Diego, additional, Andretta, Margherita, additional, Bartolini, Fausto, additional, Cavaliere, Arturo, additional, Ciaccia, Andrea, additional, Chinellato, Alessandro, additional, Costantini, Alberto, additional, Dell’Orco, Stefania, additional, Ferrante, Fulvio, additional, Gentile, Simona, additional, Lavalle, Antonella, additional, Moscogiuri, Rossella, additional, Mosele, Elena, additional, Procacci, Cataldo, additional, Re, Davide, additional, Santoleri, Fiorenzo, additional, Roccia, Alessandro, additional, Maggiolo, Franco, additional, and Degli Esposti, Luca, additional

Published
2023
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26. Geriatric syndromes and functions in older adults with COVID-19 hospitalized in sub-acute care: a multicenter study

Author

Morandi, Alessandro, primary, Gual, Neus, additional, Cesari, Matteo, additional, Mota, Miriam, additional, Buttò, Valeria, additional, Gentile, Simona, additional, Balestreri, Genny, additional, Camussi, Alessandro, additional, Platto, Caterina, additional, Roig, Thais, additional, de Andrés, Ana M., additional, Bellelli, Giuseppe, additional, and Inzitari, Marco, additional

Published
2022
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30. Analysis of Patients with Focal Epilepsy and Drug-Resistant Epilepsy in Italy: Evaluation of Their Characteristics, Therapeutic Pathway and the Consumption of Healthcare Resources

Author

Perrone, Valentina, primary, Veronesi, Chiara, additional, Dovizio, Melania, additional, Ancona, Domenica Daniela, additional, Andretta, Margherita, additional, Bartolini, Fausto, additional, Cavaliere, Arturo, additional, Chinellato, Alessandro, additional, Ciaccia, Andrea, additional, Cillo, Mariarosaria, additional, De Francesco, Adele, additional, Enieri, Nicola, additional, Ferrante, Fulvio, additional, Gentile, Simona, additional, Procacci, Cataldo, additional, Ubertazzo, Loredana, additional, Vercellone, Adriano, additional, Lucatelli, Domenico, additional, Procaccini, Michela, additional, and Degli Esposti, Luca, additional

Published
2022
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32. Language-agnostic pharmacovigilant text mining to elicit side effects from clinical notes and hospital medication records

Author

Kaas-Hansen, Benjamin Skov, Placido, Davide, Rodríguez, Cristina Leal, Thorsen-Meyer, Hans-Christian, Gentile, Simona, Nielsen, Anna Pors, Brunak, Søren, Jürgens, Gesche, Andersen, Stig Ejdrup, Kaas-Hansen, Benjamin Skov, Placido, Davide, Rodríguez, Cristina Leal, Thorsen-Meyer, Hans-Christian, Gentile, Simona, Nielsen, Anna Pors, Brunak, Søren, Jürgens, Gesche, and Andersen, Stig Ejdrup

Abstract

We sought to craft a drug safety signalling pipeline associating latent information in clinical free text with exposures to single drugs and drug pairs. Data arose from 12 secondary and tertiary public hospitals in two Danish regions, comprising approximately half the Danish population. Notes were operationalised with a fastText embedding, based on which we trained 10,720 neural-network models (one for each distinct single-drug/drug-pair exposure) predicting the risk of exposure given an embedding vector. We included 2,905,251 admissions between May 2008 and June 2016, with 13,740,564 distinct drug prescriptions; the median number of prescriptions was 5 (IQR: 3-9) and in 1,184,340 (41%) admissions patients used ≥5 drugs concomitantly. 10,788,259 clinical notes were included, with 179,441,739 tokens retained after pruning. Of 345 single-drug signals reviewed, 28 (8.1%) represented possibly undescribed relationships; 186 (54%) signals were clinically meaningful. 16 (14%) of the 115 drug-pair signals were possible interactions and 2 (1.7%) were known. In conclusion, we built a language-agnostic pipeline for mining associations between free-text information and medication exposure without manual curation, predicting not the likely outcome of a range of exposures, but the likely exposures for outcomes of interest. Our approach may help overcome limitations of text mining methods relying on curated data in English and can help leverage non-English free text for pharmacovigilance.

Published
2022

33. Analysis of Patients with Focal Epilepsy and Drug-Resistant Epilepsy in Italy: Evaluation of Their Characteristics, Therapeutic Pathway and the Consumption of Healthcare Resources

Author

Perrone,Valentina, Veronesi,Chiara, Dovizio,Melania, Ancona,Domenica Daniela, Andretta,Margherita, Bartolini,Fausto, Cavaliere,Arturo, Chinellato,Alessandro, Ciaccia,Andrea, Cillo,Mariarosaria, De Francesco,Adele, Enieri,Nicola, Ferrante,Fulvio, Gentile,Simona, Procacci,Cataldo, Ubertazzo,Loredana, Vercellone,Adriano, Lucatelli,Domenico, Procaccini,Michela, Degli Esposti,Luca, Perrone,Valentina, Veronesi,Chiara, Dovizio,Melania, Ancona,Domenica Daniela, Andretta,Margherita, Bartolini,Fausto, Cavaliere,Arturo, Chinellato,Alessandro, Ciaccia,Andrea, Cillo,Mariarosaria, De Francesco,Adele, Enieri,Nicola, Ferrante,Fulvio, Gentile,Simona, Procacci,Cataldo, Ubertazzo,Loredana, Vercellone,Adriano, Lucatelli,Domenico, Procaccini,Michela, and Degli Esposti,Luca

Abstract

Valentina Perrone,1 Chiara Veronesi,1 Melania Dovizio,1 Domenica Daniela Ancona,2 Margherita Andretta,3 Fausto Bartolini,4 Arturo Cavaliere,5 Alessandro Chinellato,6 Andrea Ciaccia,7 Mariarosaria Cillo,8 Adele De Francesco,9 Nicola Enieri,6 Fulvio Ferrante,10 Simona Gentile,11 Cataldo Procacci,2 Loredana Ubertazzo,12 Adriano Vercellone,13 Domenico Lucatelli,14 Michela Procaccini,14 Luca Degli Esposti1 1CliCon S.r.l., Società Benefit-Health, Economics & Outcomes Research, Bologna, Italy; 2Dipartimento Farmaceutico, ASL BAT, Andria, Italy; 3UOC Assistenza Farmaceutica Territoriale, Azienda ULSS 8 Berica, Vicenza, Italy; 4Dipartimento Farmaceutico, USL Umbria 2, Terni, Italy; 5Farmaceutica Aziendale, ASL Viterbo, Viterbo, Italy; 6Unità Operativa Farmacia Ospedaliera, ULSS 3 Serenissima, Mestre, Italy; 7ASL Foggia, Foggia, Italy; 8Dipartimento Farmaceutico, ASL Salerno, Salerno, Italy; 9Azienda Ospedaliero-Universitaria “Mater Domini”, Catanzaro, Italy; 10ASL Frosinone, Frosinone, Italy; 11Direzione Generale per la Salute, Campobasso, Italy; 12ASL Roma 4, Civitavecchia, Roma, Italy; 13ASL Napoli 3 sud, Napoli, Italy; 14Angelini Pharma, Roma, ItalyCorrespondence: Valentina Perrone, CliCon S.r.l., Società Benefit-Health, Economics & Outcomes Research, Via Murri 9, Bologna, 40137, Italy, Tel +39 3450316494, Email valentina.perrone@clicon.itPurpose: A retrospective analysis was conducted to estimate the number of patients with focal epilepsy and drug-resistant epilepsy (DRE) and their characteristics, the therapeutic patterns, the consumption of health resources in a real-world Italian setting.Patients and Methods: A retrospective study was carried out on the administrative databases of a sample of Italian Health Departments, covering approximately 8.7 million health-assisted individuals. All adult patients with at least one hospitalization for focal epilepsy and an electroencephalogram (between 01/2010 and 12/2019), and at least one prescription of antiseizu

Published
2022

34. A retrospective multicentre cohort study of the performances on attention tests in outpatients with cognitive dysfunctions without delirium

Author

Grossi, E, Lucchi, E, Kreisel, S, Toepper, M, Boedecker, S, Inzitari, M, Bellelli, G, Gentile, S, Morandi, A, Grossi, Eleonora, Lucchi, Elena, Kreisel, Stefan H, Toepper, Max, Boedecker, Sebastian, Inzitari, Marco, Bellelli, Giuseppe, Gentile, Simona, Morandi, Alessandro, Grossi, E, Lucchi, E, Kreisel, S, Toepper, M, Boedecker, S, Inzitari, M, Bellelli, G, Gentile, S, Morandi, A, Grossi, Eleonora, Lucchi, Elena, Kreisel, Stefan H, Toepper, Max, Boedecker, Sebastian, Inzitari, Marco, Bellelli, Giuseppe, Gentile, Simona, and Morandi, Alessandro

Abstract

Objective: Attention is the cardinal feature of delirium, but attentional domains may also be affected by dementia and its severity. It is, therefore, of interest to study the correlation between the severity of cognitive impairment in non-delirious patients and different measurements of attentional performance, to identify attention subdomains less affected by severity of cognitive impairment. Methods: Neuropsychological data from non-delirious outpatients (age ≥ 65 years), presenting at two memory clinics were analysed retrospectively. Scores for selective, divided, and sustained attention were correlated with cognitive impairment as defined by the score of the Mini-Mental State Examination. Results: A total of 1658 outpatients were included. The mean age was 77.15 (± 8.17) years, with a mean MMSE score of 22.67 (± 4.91). Compared to the type of attention, the tests that are less influenced by the severity of cognitive impairment are those of selective attention, in particular the Digit Span Forward (DSF). Conclusions: This is the first study to correlate deficits in attention subdomains with the degree of cognitive impairment in non-delirious patients. The results suggest that measurements of selective attention (i.e. DSF) might be better suited to discriminate delirium from dementia. Indeed, a lower score on these tests might be indicative of an acute change and worsening of the baseline inattention and a longitudinal monitoring of these changes might be used to determine the delirium resolution.

Published
2022

36. Visual and Hearing Impairment Are Associated With Delirium in Hospitalized Patients: Results of a Multisite Prevalence Study

Author

Morandi, Alessandro, primary, Inzitari, Marco, additional, Udina, Cristina, additional, Gual, Neus, additional, Mota, Miriam, additional, Tassistro, Elena, additional, Andreano, Anita, additional, Cherubini, Antonio, additional, Gentile, Simona, additional, Mossello, Enrico, additional, Marengoni, Alessandra, additional, Olivé, Anna, additional, Riba, Francesc, additional, Ruiz, Domingo, additional, de Jaime, Elisabet, additional, Bellelli, Giuseppe, additional, Tarasconi, A., additional, Sella, M., additional, Auriemma, S., additional, Paternò, G., additional, Faggian, G., additional, Lucarelli, C., additional, De Grazia, N., additional, Alberto, C., additional, Margola, A., additional, Porcella, L., additional, Nardiello, I., additional, Chimenti, E., additional, Zeni, M., additional, Giani, A., additional, Famularo, S., additional, Romairone, E., additional, Minaglia, C., additional, Ceccotti, C., additional, Guerra, G., additional, Mantovani, G., additional, Monacelli, F., additional, Candiani, T., additional, Ballestrero, A., additional, Santolini, F., additional, Rosso, M., additional, Bono, V., additional, Sibilla, S., additional, Dal Santo, P., additional, Ceci, M., additional, Barone, P., additional, Schirinzi, T., additional, Formenti, A., additional, Nastasi, G., additional, Isaia, G., additional, Gonella, D., additional, Battuello, A., additional, Casson, S., additional, Calvani, D., additional, Boni, F., additional, Ciaccio, A., additional, Rosa, R., additional, Sanna, G., additional, Manfredini, S., additional, Cortese, L., additional, Rizzo, M., additional, Prestano, R., additional, Greco, A., additional, Lauriola, M., additional, Gelosa, G., additional, Piras, V., additional, Arena, M., additional, Cosenza, D., additional, Bellomo, A., additional, LaMontagna, M., additional, Gabbani, L., additional, Lambertucci, L., additional, Perego, S., additional, Parati, G., additional, Basile, G., additional, Gallina, V., additional, Pilone, G., additional, Giudice, C., additional, De, F., additional, Pietrogrande, L., additional, De, B., additional, Mosca, M., additional, Corazzin, I., additional, Rossi, P., additional, Nunziata, V., additional, D'Amico, F., additional, Grippa, A., additional, Giardini, S., additional, Barucci, R., additional, Cossu, A., additional, Fiorin, L., additional, Distefano, M., additional, Lunardelli, M., additional, Brunori, M., additional, Ruffini, I., additional, Abraham, E., additional, Varutti, A., additional, Fabbro, E., additional, Catalano, A., additional, Martino, G., additional, Leotta, D., additional, Marchet, A., additional, Dell'Aquila, G., additional, Scrimieri, A., additional, Davoli, M., additional, Casella, M., additional, Cartei, A., additional, Polidori, G., additional, Brischetto, D., additional, Motta, S., additional, Saponara, R., additional, Perrone, P., additional, Russo, G., additional, Del, D., additional, Car, C., additional, Pirina, T., additional, Franzoni, S., additional, Cotroneo, A., additional, Ghiggia, F., additional, Volpi, G., additional, Menichetti, C., additional, Bo, M., additional, Panico, A., additional, Calogero, P., additional, Corvalli, G., additional, Mauri, M., additional, Lupia, E., additional, Manfredini, R., additional, Fabbian, F., additional, March, A., additional, Pedrotti, M., additional, Veronesi, M., additional, Strocchi, E., additional, Borghi, C., additional, Bianchetti, A., additional, Crucitti, A., additional, DiFrancesco, V., additional, Fontana, G., additional, Bonanni, L., additional, Barbone, F., additional, Serrati, C., additional, Ballardini, G., additional, Simoncelli, M., additional, Ceschia, G., additional, Scarpa, C., additional, Brugiolo, R., additional, Fusco, S., additional, Ciarambino, T., additional, Biagini, C., additional, Tonon, E., additional, Porta, M., additional, Venuti, D., additional, DelSette, M., additional, Poeta, M., additional, Barbagallo, G., additional, Trovato, G., additional, Delitala, A., additional, Arosio, P., additional, Reggiani, F., additional, Zuliani, G., additional, Ortolani, B., additional, Mussio, E., additional, Girardi, A., additional, Coin, A., additional, Ruotolo, G., additional, Castagna, A., additional, Masina, M., additional, Cimino, R., additional, Pinciaroli, A., additional, Tripodi, G., additional, Cannistrà, U., additional, Cassadonte, F., additional, Vatrano, M., additional, Scaglione, L., additional, Fogliacco, P., additional, Muzzuilini, C., additional, Romano, F., additional, Padovani, A., additional, Rozzini, L., additional, Cagnin, A., additional, Fragiacomo, F., additional, Desideri, G., additional, Liberatore, E., additional, Bruni, A., additional, Orsitto, G., additional, Franco, M., additional, Bonfrate, L., additional, Bonetto, M., additional, Pizio, N., additional, Magnani, G., additional, Cecchetti, G., additional, Longo, A., additional, Bubba, V., additional, Marinan, L., additional, Cotelli, M., additional, Turla, M., additional, Sessa, M., additional, Abruzzi, L., additional, Castoldi, G., additional, LoVetere, D., additional, Musacchio, C., additional, Novello, M., additional, Cavarape, A., additional, Bini, A., additional, Leonardi, A., additional, Seneci, F., additional, Grimaldi, W., additional, Fimognari, F., additional, Bambara, V., additional, Saitta, A., additional, Corica, F., additional, Braga, M., additional, Ettorre, E., additional, Camellini, C., additional, Bellelli, G., additional, Annoni, G., additional, Marengoni, A., additional, Crescenzo, A., additional, Noro, G., additional, Turco, R., additional, Ponzetto, M., additional, Giuseppe, L., additional, Mazzei, B., additional, Maiuri, G., additional, Costaggiu, D., additional, Damato, R., additional, Formilan, M., additional, Patrizia, G., additional, Gallucci, M., additional, Paragona, M., additional, Bini, P., additional, Modica, D., additional, Abati, C., additional, Clerici, M., additional, Barbera, I., additional, NigroImperiale, F., additional, Manni, A., additional, Votino, C., additional, Castiglioni, C., additional, Di, M., additional, Degl'Innocenti, M., additional, Moscatelli, G., additional, Guerini, S., additional, Casini, C., additional, Dini, D., additional, D'Imporzano, E., additional, DeNotariis, S., additional, Bonometti, F., additional, Paolillo, C., additional, Riccardi, A., additional, Tiozzo, A., additional, DiBari, M., additional, Vanni, S., additional, Scarpa, A., additional, Zara, D., additional, Ranieri, P., additional, Alessandro, M., additional, Di, F., additional, Pezzoni, D., additional, Platto, C., additional, D'Ambrosio, V., additional, Ivaldi, C., additional, Milia, P., additional, DeSalvo, F., additional, Solaro, C., additional, Strazzacappa, M., additional, Cazzadori, M., additional, Confente, S., additional, Grasso, M., additional, Troisi, E., additional, Guerini, V., additional, Bernardini, B., additional, Corsini, C., additional, Boffelli, S., additional, Filippi, A., additional, Delpin, K., additional, Faraci, B., additional, Bertoletti, E., additional, Vannucci, M., additional, Tesi, F., additional, Crippa, P., additional, Malighetti, A., additional, Bettini, D., additional, Maltese, F., additional, Abruzzese, G., additional, Cosimo, D., additional, Azzini, M., additional, Colombo, M., additional, Procino, G., additional, Fascendini, S., additional, Barocco, F., additional, Del, P., additional, Mazzone, A., additional, Riva, E., additional, Dell'Acqua, D., additional, Cottino, M., additional, Vezzadini, G., additional, Avanzi, S., additional, Brambilla, C., additional, Orini, S., additional, Sgrilli, F., additional, Mello, A., additional, Lombardi, L., additional, Muti, E., additional, Dijk, B., additional, Fenu, S., additional, Pes, C., additional, Gareri, P., additional, Passamonte, M., additional, Rigo, R., additional, Locusta, L., additional, Caser, L., additional, Rosso, G., additional, Cesarini, S., additional, Cozzi, R., additional, Santini, C., additional, Carbone, P., additional, Cazzaniga, I., additional, Lovati, R., additional, Cantoni, A., additional, Ranzani, P., additional, Barra, D., additional, Pompilio, G., additional, Dimori, S., additional, Cernesi, S., additional, Riccò, C., additional, Piazzolla, F., additional, Capittini, E., additional, Rota, C., additional, Gottardi, F., additional, Merla, L., additional, Barelli, A., additional, Millul, A., additional, De, G., additional, Morrone, G., additional, Bigolari, M., additional, Macchi, M., additional, Zambon, F., additional, Pizzorni, C., additional, DiCasaleto, G., additional, Menculini, G., additional, Marcacci, M., additional, Catanese, G., additional, Sprini, D., additional, DiCasalet, T., additional, Bocci, M., additional, Borga, S., additional, Caironi, P., additional, Cat, C., additional, Cingolani, E., additional, Avalli, L., additional, Greco, G., additional, Citerio, G., additional, Gandini, L., additional, Cornara, G., additional, Lerda, R., additional, Brazzi, L., additional, Simeone, F., additional, Caciorgna, M., additional, Alampi, D., additional, Francesconi, S., additional, Beck, E., additional, Antonini, B., additional, Vettoretto, K., additional, Meggiolaro, M., additional, Garofalo, E., additional, Notaro, S., additional, Varutti, R., additional, Bassi, F., additional, Mistraletti, G., additional, Marino, A., additional, Rona, R., additional, Rondelli, E., additional, Riva, I., additional, Scapigliati, A., additional, Cortegiani, A., additional, Vitale, F., additional, Pistidda, L., additional, D'Andrea, R., additional, Querci, L., additional, Gnesin, P., additional, Todeschini, M., additional, Lugano, M., additional, Castelli, G., additional, Ortolani, M., additional, Cotoia, A., additional, Maggiore, S., additional, DiTizio, L., additional, Graziani, R., additional, Testa, I., additional, Ferretti, E., additional, Castioni, C., additional, Lombardi, F., additional, Caserta, R., additional, Pasqua, M., additional, Simoncini, S., additional, Baccarini, F., additional, Rispoli, M., additional, Grossi, F., additional, Cancelliere, L., additional, Carnelli, M., additional, Puccini, F., additional, Biancofiore, G., additional, Siniscalchi, A., additional, Laici, C., additional, Mossello, E., additional, Torrini, M., additional, Pasetti, G., additional, Palmese, S., additional, Oggioni, R., additional, Mangani, V., additional, Pini, S., additional, Martelli, M., additional, Rigo, E., additional, Zuccalà, F., additional, Cherri, A., additional, Spina, R., additional, Calamai, I., additional, Petrucci, N., additional, Caicedo, A., additional, Ferri, F., additional, Gritti, P., additional, Brienza, N., additional, Fonnesu, R., additional, Dessena, M., additional, Fullin, G., additional, and Saggioro, D., additional

Published
2021
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37. Delirium in Patients with SARS‐CoV‐2 Infection: A Multicenter Study

Author

Rebora, P, Rozzini, R, Angelo, B, Blangiardo, P, Marchegiani, A, Piazzoli, A, Mazzeo, F, Cesaroni, G, Chizzoli, A, Guerini, F, Bonfanti, P, Morandi, A, Faraci, B, Gentile, S, Bna, C, Savelli, G, Citerio, G, Valsecchi, M, Mazzola, P, Bellelli, G, Celora, G, Deiana, V, Ghezzi, N, Miksza, J, Rebora, Paola, Rozzini, Renzo, Angelo, Bianchetti, Blangiardo, Paolo, Marchegiani, Alice, Piazzoli, Andrea, Mazzeo, Francesca, Cesaroni, Giulia, Chizzoli, Anita, Guerini, Fabio, Bonfanti, Paolo, Morandi, Alessandro, Faraci, Bianca, Gentile, Simona, Bna, Claudio, Savelli, Giordano, Citerio, Giuseppe, Valsecchi, Maria Grazia, Mazzola, Paolo, Bellelli, Giuseppe, Celora, Gabriella Maria, Deiana, Valentina, Ghezzi, Nives, Miksza, Julia, Rebora, P, Rozzini, R, Angelo, B, Blangiardo, P, Marchegiani, A, Piazzoli, A, Mazzeo, F, Cesaroni, G, Chizzoli, A, Guerini, F, Bonfanti, P, Morandi, A, Faraci, B, Gentile, S, Bna, C, Savelli, G, Citerio, G, Valsecchi, M, Mazzola, P, Bellelli, G, Celora, G, Deiana, V, Ghezzi, N, Miksza, J, Rebora, Paola, Rozzini, Renzo, Angelo, Bianchetti, Blangiardo, Paolo, Marchegiani, Alice, Piazzoli, Andrea, Mazzeo, Francesca, Cesaroni, Giulia, Chizzoli, Anita, Guerini, Fabio, Bonfanti, Paolo, Morandi, Alessandro, Faraci, Bianca, Gentile, Simona, Bna, Claudio, Savelli, Giordano, Citerio, Giuseppe, Valsecchi, Maria Grazia, Mazzola, Paolo, Bellelli, Giuseppe, Celora, Gabriella Maria, Deiana, Valentina, Ghezzi, Nives, and Miksza, Julia

Abstract

Objectives: The aims of this study are to report the prevalence of delirium on admission to the unit in patients hospitalized with SARS-CoV-2 infection, to identify the factors associated with delirium, and to evaluate the association between delirium and in-hospital mortality. Design: Multicenter observational cohort study. Settings: Acute medical units in four Italian hospitals. Participants: A total of 516 patients (median age 78 years) admitted to the participating centers with SARS-CoV-2 infection from February 22 to May 17, 2020. Measurements: Comprehensive medical assessment with detailed history, physical examinations, functional status, laboratory and imaging procedures. On admission, delirium was determined by the Diagnostic and Statistical Manual of Mental Disorders (5th edition) criteria, 4AT, m-Richmond Agitation Sedation Scale, or clinical impression depending on the site. The primary outcomes were delirium rates and in-hospital mortality. Results: Overall, 73 (14.1%, 95% confidence interval (CI) = 11.0–17.3%) patients presented delirium on admission. Factors significantly associated with delirium were dementia (odds ratio, OR = 4.66, 95% CI = 2.03–10.69), the number of chronic diseases (OR = 1.20, 95% CI = 1.03; 1.40), and chest X-ray or CT opacity (OR = 3.29, 95% CI = 1.12–9.64 and 3.35, 95% CI = 1.07–10.47, for multiple or bilateral opacities and single opacity vs no opacity, respectively). There were 148 (33.4%) in-hospital deaths in the no-delirium group and 43 (58.9%) in the delirium group (P-value assessed using the Gray test <.001). As assessed by a multivariable Cox model, patients with delirium on admission showed an almost twofold increased hazard ratio for in-hospital mortality with respect to patients without delirium (hazard ratio = 1.88, 95% CI = 1.25–2.83). Conclusion: Delirium is prevalent and associated with in-hospital mortality among older patients hospitalized with SARS-CoV-2 infection.

Published
2021

38. Delirium symptoms duration and mortality in SARS-COV2 elderly: results of a multicenter retrospective cohort study

Author

Morandi, A, Rebora, P, Isaia, G, Grossi, E, Faraci, B, Gentile, S, Bo, M, Valsecchi, M, Deiana, V, Ghezzi, N, Miksza, J, Blangiardo, P, Bellelli, G, Morandi, Alessandro, Rebora, Paola, Isaia, Gianluca, Grossi, Eleonora, Faraci, Bianca, Gentile, Simona, Bo, Mario, Valsecchi, Maria Grazia, Deiana, Valentina, Ghezzi, Nives, Miksza, Julia, Blangiardo, Paolo, Bellelli, Giuseppe, Morandi, A, Rebora, P, Isaia, G, Grossi, E, Faraci, B, Gentile, S, Bo, M, Valsecchi, M, Deiana, V, Ghezzi, N, Miksza, J, Blangiardo, P, Bellelli, G, Morandi, Alessandro, Rebora, Paola, Isaia, Gianluca, Grossi, Eleonora, Faraci, Bianca, Gentile, Simona, Bo, Mario, Valsecchi, Maria Grazia, Deiana, Valentina, Ghezzi, Nives, Miksza, Julia, Blangiardo, Paolo, and Bellelli, Giuseppe

Abstract

Background Since the occurrence of the SARS-COV2 pandemic, there has been an increasing interest in investigating the epidemiology of delirium. Delirium is frequent in SARS-COV2 patients and it is associated with increased mortality; however, no information is available on the association between delirium duration in SARS-COV2 patients and related outcomes. Aims The aim of this study is to investigate the association between the duration of delirium symptoms and in-hospital mortality in older patients with SARS-COV2 infection. Methods Retrospective cohort study of patients 65 years of age and older with SARS-CoV 2 infection admitted to two acute geriatric wards and one rehabilitation ward. Delirium symptoms duration was assessed retrospectively with a chart-based validated method. In-hospital mortality was ascertained via medical records. Results A total of 241 patients were included. The prevalence of delirium on admission was 16%. The median number of days with delirium symptoms was 4 (IQR 2-6.5) vs. 0 (IQR 0-2) in patients with and without delirium on admission. In the multivariable Cox regression model, each day with a delirium symptom in a patient with the same length of stay was associated with a 10% increase in in-hospital mortality (Hazard ratio 1.1, 95% Confidence interval 1.01-1.2; p = 0.03). Other variables associated with increased risk of in-hospital death were age, comorbidity, CPAP, CRP levels and total number of drugs on admission. Conclusions The study supports the necessity to establish protocols for the monitoring and management of delirium during emergency conditions to allow an appropriate care for older patients.

Published
2021

39. The 4-DSD: A New Tool to Assess Delirium Superimposed on Moderate to Severe Dementia

Author

Morandi, A, Grossi, E, Lucchi, E, Zambon, A, Faraci, B, Severgnini, J, Maclullich, A, Smith, H, Pandharipande, P, Rizzini, A, Galeazzi, M, Massariello, F, Corradi, S, Raccichini, A, Scrimieri, A, Morighi, V, Gentile, S, Lucchini, F, Pecorella, L, Mossello, E, Cherubini, A, Bellelli, G, Morandi, Alessandro, Grossi, Eleonora, Lucchi, Elena, Zambon, Antonella, Faraci, Bianca, Severgnini, Jessica, MacLullich, Alasdair, Smith, Heidi, Pandharipande, Pratik, Rizzini, Andrea, Galeazzi, Marianna, Massariello, Francesca, Corradi, Samanta, Raccichini, Alessandra, Scrimieri, Antonella, Morighi, Valeria, Gentile, Simona, Lucchini, Flaminia, Pecorella, Laura, Mossello, Enrico, Cherubini, Antonio, Bellelli, Giuseppe, Morandi, A, Grossi, E, Lucchi, E, Zambon, A, Faraci, B, Severgnini, J, Maclullich, A, Smith, H, Pandharipande, P, Rizzini, A, Galeazzi, M, Massariello, F, Corradi, S, Raccichini, A, Scrimieri, A, Morighi, V, Gentile, S, Lucchini, F, Pecorella, L, Mossello, E, Cherubini, A, Bellelli, G, Morandi, Alessandro, Grossi, Eleonora, Lucchi, Elena, Zambon, Antonella, Faraci, Bianca, Severgnini, Jessica, MacLullich, Alasdair, Smith, Heidi, Pandharipande, Pratik, Rizzini, Andrea, Galeazzi, Marianna, Massariello, Francesca, Corradi, Samanta, Raccichini, Alessandra, Scrimieri, Antonella, Morighi, Valeria, Gentile, Simona, Lucchini, Flaminia, Pecorella, Laura, Mossello, Enrico, Cherubini, Antonio, and Bellelli, Giuseppe

Abstract

OBJECTIVES: The purpose of this study was to create, standardize, and validate a new instrument, named 4-DSD, and determine its diagnostic accuracy in the diagnosis of delirium in subjects with moderate to severe dementia.DESIGN: Multicenter cross-sectional observational study.SETTING AND PARTICIPANTS: Older patients consecutively admitted to acute and rehabilitation hospital wards.MEASURES: The DSM-5 was used as the reference standard delirium assessment. The presence and severity of dementia was defined using the AD8 and the Global Deterioration Scale (GDS). The 4-DSD is a 4-item tool that ranges from 0 to 12. Item 1 measures alertness, item 2 altered function, item 3 attention, and item 4 acute change or fluctuation in mental status.RESULTS: A total of 134 patients were included in the study. Most of the patients were enrolled in acute hospital wards (60%), with 40% in rehabilitation settings. A minority of the patients were categorized with moderate dementia, with a GDS score of 5 (4%). Most of the patients were in the moderate-severe stage with a GDS score ≤6 (77%); 19% were classed as severe, with a GDS score of 7. A 4-DSD cutoff score ≥5 had a sensitivity of 80% and specificity of 80% with a positive predictive value (PPV) of 67% and a negative predictive value (NPV) of 89%. In the subgroup with moderate-severe dementia (n=108), the sensitivity and the specificity were 79% and 82%, respectively, with a PPV and NPV of 62% and 92%. In the subgroup with severe dementia (n=26) the sensitivity was 82% and the specificity 56% with a PPV of 78% and a NPV of 63%.CONCLUSIONS AND IMPLICATIONS: The availability of a specific tool to detect delirium in patients with moderate-severe dementia has important clinical and research implications, allowing all health care providers to improve their ability to identify it.

Published
2021

40. Visual and Hearing Impairment Are Associated With Delirium in Hospitalized Patients: Results of a Multisite Prevalence Study

Author

Morandi, A, Inzitari, M, Udina, C, Gual, N, Mota, M, Tassistro, E, Andreano, A, Cherubini, A, Gentile, S, Mossello, E, Marengoni, A, Olivé, A, Riba, F, Ruiz, D, de Jaime, E, Bellelli, G, Morandi, Alessandro, Inzitari, Marco, Udina, Cristina, Gual, Neus, Mota, Miriam, Tassistro, Elena, Andreano, Anita, Cherubini, Antonio, Gentile, Simona, Mossello, Enrico, Marengoni, Alessandra, Olivé, Anna, Riba, Francesc, Ruiz, Domingo, de Jaime, Elisabet, Bellelli, Giuseppe, Morandi, A, Inzitari, M, Udina, C, Gual, N, Mota, M, Tassistro, E, Andreano, A, Cherubini, A, Gentile, S, Mossello, E, Marengoni, A, Olivé, A, Riba, F, Ruiz, D, de Jaime, E, Bellelli, G, Morandi, Alessandro, Inzitari, Marco, Udina, Cristina, Gual, Neus, Mota, Miriam, Tassistro, Elena, Andreano, Anita, Cherubini, Antonio, Gentile, Simona, Mossello, Enrico, Marengoni, Alessandra, Olivé, Anna, Riba, Francesc, Ruiz, Domingo, de Jaime, Elisabet, and Bellelli, Giuseppe

Abstract

Objective: Sensory deficits are important risk factors for delirium but have been investigated in single-center studies and single clinical settings. This multicenter study aims to evaluate the association between hearing and visual impairment or bi-sensory impairment (visual and hearing impairment) and delirium. Design: Cross-sectional study nested in the 2017 “Delirium Day” project. Setting and Participants: Patients 65 years and older admitted to acute hospital medical wards, emergency departments, rehabilitation wards, nursing homes, and hospices in Italy. Methods: Delirium was assessed with the 4AT (a short tool for delirium assessment) and sensory deficits with a clinical evaluation. We assessed the association between delirium, hearing and visual impairment in multivariable logistic regression models, adjusting for: Model 1, we included predisposing factors for delirium (ie, dementia, weight loss and autonomy in the activities of daily living); Model 2, we added to Model 1 variables, which could be considered precipitating factors for delirium (ie, psychoactive drugs and urinary catheters). Results: A total of 3038 patients were included; delirium prevalence was 25%. Patients with delirium had a higher prevalence of hearing impairment (30.5% vs 18%; P <.001), visual impairment (24.2% vs 15.7%; P <.01) and bi-sensory impairment (16.2% vs 7.5%) compared with those without delirium. In the multivariable logistic regression analysis, the presence of bi-sensory impairment was associated with delirium in Model 1 [odds ratio (OR) 1.5, confidence interval (CI) 1.2–2.1; P =.00] and in Model 2 (OR 1.4; CI 1.1–1.9; P =.02), whereas the presence of visual and hearing impairment alone was not associated with delirium either in Model 1 (OR 0.8; CI 0.6–1.2, P =.36; OR 1.1; CI 0.8–1.4; P =.42) or in Model 2 (OR 0.8, CI 0.6–1.2, P =.27; OR 1.1, CI 0.8–1.4, P =.63). Conclusions and implications: Our findings support the importance of routine screening and specific interv

Published
2021

41. Delirium in Patients with SARS‐CoV ‐2 Infection: A Multicenter Study

Author

Rebora, Paola, Rozzini, Renzo, Angelo, Bianchetti, Blangiardo, Paolo, Marchegiani, Alice, Piazzoli, Andrea, Mazzeo, Francesca, Cesaroni, Giulia, Chizzoli, Anita, Guerini, Fabio, Bonfanti, Paolo, Morandi, Alessandro, Faraci, Bianca, Gentile, Simona, Bna, Claudio, Savelli, Giordano, Citerio, Giuseppe, Valsecchi, Maria Grazia, Mazzola, Paolo, Bellelli, Giuseppe, Celora, Gabriella Maria, Deiana, Valentina, Ghezzi, Nives, Miksza, Julia, Rebora, P, Rozzini, R, Angelo, B, Blangiardo, P, Marchegiani, A, Piazzoli, A, Mazzeo, F, Cesaroni, G, Chizzoli, A, Guerini, F, Bonfanti, P, Morandi, A, Faraci, B, Gentile, S, Bna, C, Savelli, G, Citerio, G, Valsecchi, M, Mazzola, P, Bellelli, G, Celora, G, Deiana, V, Ghezzi, N, and Miksza, J

Subjects
Male, medicine.medical_specialty, Clinical Investigations, Comorbidity, Cohort Studies, older adult, 03 medical and health sciences, 0302 clinical medicine, delirium, Risk Factors, COVID‐19, Internal medicine, mental disorders, Prevalence, medicine, Humans, Dementia, Hospital Mortality, Clinical Investigation, 030212 general & internal medicine, hospital, Geriatric Assessment, older adults, Aged, Aged, 80 and over, Inpatients, business.industry, Proportional hazards model, Hazard ratio, COVID-19, Odds ratio, medicine.disease, mortality, Confidence interval, Intensive Care Units, Italy, Delirium, Female, medicine.symptom, Geriatrics and Gerontology, business, 030217 neurology & neurosurgery, Cohort study
Abstract

Objectives: The aims of this study are to report the prevalence of delirium on admission to the unit in patients hospitalized with SARS-CoV-2 infection, to identify the factors associated with delirium, and to evaluate the association between delirium and in-hospital mortality. Design: Multicenter observational cohort study. Settings: Acute medical units in four Italian hospitals. Participants: A total of 516 patients (median age 78 years) admitted to the participating centers with SARS-CoV-2 infection from February 22 to May 17, 2020. Measurements: Comprehensive medical assessment with detailed history, physical examinations, functional status, laboratory and imaging procedures. On admission, delirium was determined by the Diagnostic and Statistical Manual of Mental Disorders (5th edition) criteria, 4AT, m-Richmond Agitation Sedation Scale, or clinical impression depending on the site. The primary outcomes were delirium rates and in-hospital mortality. Results: Overall, 73 (14.1%, 95% confidence interval (CI) = 11.0–17.3%) patients presented delirium on admission. Factors significantly associated with delirium were dementia (odds ratio, OR = 4.66, 95% CI = 2.03–10.69), the number of chronic diseases (OR = 1.20, 95% CI = 1.03; 1.40), and chest X-ray or CT opacity (OR = 3.29, 95% CI = 1.12–9.64 and 3.35, 95% CI = 1.07–10.47, for multiple or bilateral opacities and single opacity vs no opacity, respectively). There were 148 (33.4%) in-hospital deaths in the no-delirium group and 43 (58.9%) in the delirium group (P-value assessed using the Gray test

Published
2020
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44. Critical Decisions for Older People With Advanced Dementia: A Prospective Study in Long-Term Institutions and District Home Care

Author

Maurizio, Ventura, Gianni, Di Franco, Nicoletta, Gandolfi, Antonio, Saya, Anna, Mauro, Roberta, Colombetti, Aldo, Pani, Claudio, Cotticelli, Lucia, Saba, Franco, Spotti, Giovanni, Bacchi, Gianfranco, Gainotti, Gloria, Belotti, Fiorenza, Milesi, Simona, Rossi Borghesano, Emanuela, Verando, Giuseppe, Migliorati, Monica, Premoli, Francesco, Manganelli, Marisa, Caruso, Annalisa, Minuti, Arnaldo, Froldi, Angelica, Chiesara, Blerina, Subashi, Federica, Bellocchi, Nicola, D'Aquino, Francesca, Giovinazzo, Chiara, Bareggi Maria, Teresa, Spertini Maria, Fabio, Zucca, Maria, Grigis, Lorella, Conte, Tiziana, Panzera, Carlo, Cattaneo, Antonella, Biason, Rosaria, Torchetti Maria, Irene, Pelliccioli, Maria Grazia, Di Maggio, Ivan, Villa, Massimo, Monti, Monica, Gandelli, Marco, Vignati, Chiara, Cutaia, Gianna, Chiarella, Luca, Bellazzi, Massimo, Ribola, Elena, Rubini, Chiara, Raineri, Ermanna, Mainini, Maria, Borsari, Alda, Reggiani, Paola, Balugani, Milva, Buccella, Anna, Cardillo, Salvatore, Carillo, Annalisa, Farinello, Federica, Franchini, Grazia, Guidi Maria, Luigi, Luise, Elisa, Magnoni, Katia, Marchi, Letizia, Nava, Anna, Sabetta, Monica, Sani Elena Sporziello, Lara, Stermieri, Morena, Martinelli, Mirco, Pirotti, Adriana, Costi, Manuela, Boni, Simonetta, Capedri, Sonia, Cavecchi, Nicoletta, Dailari, Enrica, Favali, Elena, Costoli, Grazia, Fossa, Daniela, Mazzone, Paola, Patacini, Gloria, Ruozzi, Ornella, Sironi, Aurora, Murac, Lisa, Trolla, Sabrina, Begotti, Andreina, Saba, Maura, Immovilli, Paola, Ferrari, Monica, Gabbi, Maria, Saccani, Toscani, Franco, van der Steen, Jenny T., Finetti, Silvia, Giunco, Fabrizio, Pettenati, Francesca, Villani, Daniele, Monti, Massimo, Gentile, Simona, Charrier, Lorena, and Di Giulio, Paola

Published
2015
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45. A two-year multicenter point prevalence study of older patients with hip fractures admitted to rehabilitation units in Italy

Author

Guerzoni, V, Lanzoni, A, Pozzi, C, Paci, M, Gatti, R, Benedetti, M, Gentile, S, Trabucchi, M, Bellelli, G, Morandi, A, Guerzoni, Valentina, Lanzoni, Alessandro, Pozzi, Christian, Paci, Matteo, Gatti, Roberto, Benedetti, Maria Grazia, Gentile, Simona, Trabucchi, Marco, Bellelli, Giuseppe, Morandi, Alessandro, Guerzoni, V, Lanzoni, A, Pozzi, C, Paci, M, Gatti, R, Benedetti, M, Gentile, S, Trabucchi, M, Bellelli, G, Morandi, A, Guerzoni, Valentina, Lanzoni, Alessandro, Pozzi, Christian, Paci, Matteo, Gatti, Roberto, Benedetti, Maria Grazia, Gentile, Simona, Trabucchi, Marco, Bellelli, Giuseppe, and Morandi, Alessandro

Abstract

Purpose: To date in Italy we do not have sufficient information on the rehabilitation process of older patients with hip fractures especially in the context of dementia. The main aims of the study were to gather information on the characteristics of older patients with hip fracture admitted to rehabilitation units with a specific focus on geriatric syndromes and the rehabilitation process. Methods: A national multi-center “point prevalence study” was conducted in Italy over two index days in 2017 and 2018. All patients aged 70 years and older hospitalized on the index day in Rehabilitation Units after a hip fracture were eligible. Results: A total of 615 patients were included. Most of the hospitals involved were from northern Italy, to a lesser extent from central and from southern Italy. The mean age was 83.08 ± 7.9 years. Almost half of the patients lived alone before the hip fracture. Most of the falls happened at home and while walking. The prevalence of delirium, dementia and malnutrition was 9.1%, 36.6%, and 19.3%, respectively. Antidepressants were prescribed in 27% of the population. The multidisciplinary team was activated as follows: occupational therapist in 18.9% of the cases, psychologists in 14.5%, social workers in 15.3%, and speech therapists in 6.5%. Conclusion: The study allowed the collection of data on a relatively large sample of older patients with hip fracture showing the possible current limitations in the correct management of geriatric syndromes in this frail population. Future multicenter longitudinal studies are required to further study this population.

Published
2020

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