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Maida M, Vitello A, Shahini E, Vassallo R, Sinagra E, Pallio S, Melita G, Ramai D, Spadaccini M, Hassan C, Facciorusso A. Green endoscopy, one step toward a sustainable future: Literature review. Endosc Int Open 2024; 12:E968-E980. [PMID: 39184060 PMCID: PMC11343619 DOI: 10.1055/a-2303-8621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/30/2024] [Indexed: 08/27/2024] Open
Abstract
Rapid climate change or climate crisis is one of the most serious emergencies of the 21st century, accounting for highly impactful and irreversible changes worldwide. Climate crisis can also affect the epidemiology and disease burden of gastrointestinal diseases because they have a connection with environmental factors and nutrition. Gastrointestinal endoscopy is a highly intensive procedure with a significant contribution to greenhouse gas (GHG) emissions. Moreover, endoscopy is the third highest generator of waste in healthcare facilities with significant contributions to carbon footprint. The main sources of direct carbon emission in endoscopy are use of high-powered consumption devices (e.g. computers, anesthesia machines, wash machines for reprocessing, scope processors, and lighting) and waste production derived mainly from use of disposable devices. Indirect sources of emissions are those derived from heating and cooling of facilities, processing of histological samples, and transportation of patients and materials. Consequently, sustainable endoscopy and climate change have been the focus of discussions between endoscopy providers and professional societies with the aim of taking action to reduce environmental impact. The term "green endoscopy" refers to the practice of gastroenterology that aims to raise awareness, assess, and reduce endoscopy´s environmental impact. Nevertheless, while awareness has been growing, guidance about practical interventions to reduce the carbon footprint of gastrointestinal endoscopy are lacking. This review aims to summarize current data regarding the impact of endoscopy on GHG emissions and possible strategies to mitigate this phenomenon. Further, we aim to promote the evolution of a more sustainable "green endoscopy".
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Affiliation(s)
- Marcello Maida
- Department of Medicine and Surgery, University of Enna 'Kore', Enna, Italy
- Gastroenterology Unit, Umberto I Hospital, Enna, Italy
| | - Alessandro Vitello
- Gastroenterology and Endoscopy Unit, S. Elia Hospital, ASP di Caltanissetta, Caltanissetta, Italy
| | - Endrit Shahini
- Gastroenterology Unit, Istituto Nazionale di Ricovero e Cura a Carattere Scientifico Saverio de Bellis, Castellana Grotte, Italy
| | - Roberto Vassallo
- Gastroenterology Unit, Buccheri La Ferla Fatebenefratelli Hospital, Palermo, Italy
| | - Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Fondazione Istituto San Raffaele G Giglio di Cefalù, Cefalu, Italy
| | - Socrate Pallio
- Digestive Diseases Endoscopy Unit, Policlinico G. Martino Hospital, University of Messina, Messina, Italy
| | - Giuseppinella Melita
- Digestive Diseases Endoscopy Unit, Policlinico G. Martino Hospital, University of Messina, Messina, Italy
| | - Daryl Ramai
- Gastroenterology and Hepatology, The University of Utah School of Medicine, Salt Lake City, United States
| | - Marco Spadaccini
- Endoscopy Unit, IRCCS Humanitas Research Hospital, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Cesare Hassan
- Endoscopy Unit, IRCCS Humanitas Research Hospital, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Antonio Facciorusso
- Gastroenterology Unit, Department of Medical Sciences, University of Foggia, Foggia, Italy
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Elli L, La Mura S, Rimondi A, Scaramella L, Tontini GE, Monica F, Soncini M, Topa M, Bortoluzzi F, Sorge A, Cavallaro F, Nandi N, Noviello D, Piagnani A, Maregatti M, Caldato M, Vecchi M. The carbon cost of inappropriate endoscopy. Gastrointest Endosc 2024; 99:137-145.e3. [PMID: 37673197 DOI: 10.1016/j.gie.2023.08.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 08/05/2023] [Accepted: 08/28/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND AND AIMS Digestive endoscopy is a resource-intensive activity with a conspicuous carbon footprint and an estimated rate of inappropriateness. However, the carbon costs of inappropriate endoscopic procedures still remain obscure. Here we evaluated the environmental impact of inappropriate endoscopic examinations. METHODS We calculated the carbon cost of a standard endoscopic procedure (EGD and colonoscopy [CLS]), taking into account the items (eg, disposable materials, personal protective equipment) and energy required for the endoscopy procedure itself and the cleaning process. The rates of inappropriateness and the mortality cost of carbon (MCC) of endoscopic examinations in different scenarios were calculated. RESULTS EGD and CLS presented a carbon cost of 5.43 kg and 6.71 kg of CO2, respectively. Different scenarios were evaluated, according to the number of endoscopic procedures performed in Italy per 1000 inhabitants and the reported data on their inappropriateness. The carbon cost of inappropriate EGD and CLS in Italy was 4133 CO2 metric tons per year (MCC, .93), ranging from 3527 to 4749, and equivalent to 1,760,446 L of gasoline consumed. Applying the same data to the European population, the estimated carbon footprint of inappropriate digestive endoscopy in Europe was 30,804 metric tons. CONCLUSIONS The environmental impact of inappropriate endoscopic procedures in Europe is remarkable. These results highlight the need to adopt novel strategies aimed at reducing both the carbon footprint of digestive endoscopy and the rate of inappropriate procedures.
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Affiliation(s)
- Luca Elli
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Sergio La Mura
- Department of Energy, Politecnico di Milano, Milan, Italy
| | - Alessandro Rimondi
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Lucia Scaramella
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Gian Eugenio Tontini
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Fabio Monica
- Gastroenterology and Digestive Endoscopy, Academic Hospital Cattinara, Trieste, Italy
| | - Marco Soncini
- Department of Internal Medicine, A. Manzoni Hospital, Lecco, Italy
| | - Matilde Topa
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | | | - Andrea Sorge
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Flaminia Cavallaro
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicoletta Nandi
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Daniele Noviello
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Alessandra Piagnani
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Margherita Maregatti
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Maja Caldato
- Cascina Brandezzata Hospice, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Maurizio Vecchi
- Gastroenterology and Endoscopy Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
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Bortoluzzi F, Sorge A, Vassallo R, Montalbano LM, Monica F, La Mura S, Canova D, Checchin D, Fedeli P, Marmo R, Elli L. Sustainability in gastroenterology and digestive endoscopy: Position Paper from the Italian Association of Hospital Gastroenterologists and Digestive Endoscopists (AIGO). Dig Liver Dis 2022; 54:1623-1629. [PMID: 36100516 DOI: 10.1016/j.dld.2022.08.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 08/09/2022] [Accepted: 08/10/2022] [Indexed: 12/30/2022]
Abstract
Climate crisis is dramatically changing life on earth. Environmental sustainability and waste management are rapidly gaining centrality in quality improvement strategies of healthcare, especially in procedure-dominant fields such as gastroenterology and digestive endoscopy. Therefore, healthcare interventions and endoscopic procedures must be evaluated through the 'triple bottom line' of financial, social, and environmental impact. The purpose of the paper is to provide information on the carbon footprint of gastroenterology and digestive endoscopy and outline a set of measures that the sector can take to reduce the emission of greenhouse gases while improving patient outcomes. Scientific societies, hospital executives, single endoscopic units can structure health policies and investment to build a "green endoscopy". The AIGO study group reinforces the role of gastrointestinal endoscopy professionals as advocates of sustainability in digestive endoscopy. The "green endoscopy" can shape a more sustainable health service and lead to an equitable, climate-smart, and healthier future.
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Affiliation(s)
- Francesco Bortoluzzi
- Gastrointestinal Unit, Ospedale dell'Angelo, Venice, Italy; Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy
| | - Andrea Sorge
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Roberto Vassallo
- Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy; Gastroenterology and Endoscopy Unit, Buccheri la Ferla Hospital, Palermo, Italy
| | - Luigi Maria Montalbano
- Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy; Gastroenterology and Endoscopy Unit, Azienda Ospedaliera Ospedali Riuniti Villa Sofia Cervello, Palermo, Italy
| | - Fabio Monica
- Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy; Gastroenterology and Digestive Endoscopy Unit, Academic Hospital Cattinara, Trieste, Italy
| | | | - Daniele Canova
- Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy; Gastroenterology and Endoscopy Unit, San Bortolo Hospital, Vicenza, Italy
| | - Davide Checchin
- Gastrointestinal Unit, Ospedale dell'Angelo, Venice, Italy; Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy
| | - Paolo Fedeli
- Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy; Gastroenterology and Endoscopy Unit, Santo Spirito Hospital, Rome, Italy
| | - Riccardo Marmo
- Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy; Gastroenterology and Endoscopy Unit, PO Polla, ASL Salerno, Italy
| | - Luca Elli
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Quality Committee, Italian Association Hospital Gastroenterologists and Endoscopists (AIGO), Rome, Italy.
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Zhang C, Feng S, He R, Fang Y, Zhang S. Gastroenterology in the Metaverse: The dawn of a new era? Front Med (Lausanne) 2022; 9:904566. [PMID: 36035392 PMCID: PMC9403067 DOI: 10.3389/fmed.2022.904566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 07/26/2022] [Indexed: 12/03/2022] Open
Abstract
2021 is known as the first Year of the Metaverse, and around the world, internet giants are eager to devote themselves to it. In this review, we will introduce the concept, current development, and application of the Metaverse and the use of the current basic technologies in the medical field, such as virtual reality and telemedicine. We also probe into the new model of gastroenterology in the future era of the Metaverse.
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Affiliation(s)
- Chi Zhang
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Shuyan Feng
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Ruonan He
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yi Fang
- The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Shuo Zhang
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
- *Correspondence: Shuo Zhang
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Maintaining, Managing, and Tele-Monitoring a Nutritionally Adequate Mediterranean Gluten-Free Diet and Proper Lifestyle in Adult Patients. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12031578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
The gluten-free diet (GFD) is a restrictive diet. In many cases, it must be permanent and strict, and it may be associated with both nutritional deficiencies and excesses, which can be prevented by following a healthy, natural Mediterranean GFD (Med-GFD). In this paper, we describe the importance of the Mediterranean diet, the correct intake of vitamins and minerals, and how they may play an important protective role against chronic or degenerative conditions. Herewith, we analyze different aspects that influence the ability to maintain a correct and balanced Med-GFD, which may contribute to the health status of patients, including a conscious use of gluten-free products to maintain a healthy lifestyle. Monitoring the Med-GFD remains a pivotal issue: to evaluate the presence of gluten peptides in urine, it could be important to introduce point-of-care testing, an efficient method for GFD self-monitoring (immunochromatographic technique), together with online nutritional questionnaires. Indeed, medical care via telemedicine can provide practical indications aimed at supporting patients and doctors. A natural Med-GFD can ensure the correct intake of nutrients and could be important for patients affected by gluten-related disorders, helping them to maintain a correct and healthy lifestyle.
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Cinque F, Cespiati A, Lombardi R, Costantino A, Maffi G, Alletto F, Colavolpe L, Francione P, Oberti G, Fatta E, Bertelli C, Sigon G, Dongiovanni P, Vecchi M, Fargion S, Fracanzani AL. Interaction between Lifestyle Changes and PNPLA3 Genotype in NAFLD Patients during the COVID-19 Lockdown. Nutrients 2022; 14:nu14030556. [PMID: 35276911 PMCID: PMC8838646 DOI: 10.3390/nu14030556] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/18/2022] [Accepted: 01/25/2022] [Indexed: 12/11/2022] Open
Abstract
The coronavirus disease 2019 (COVID-19) lockdown dramatically changed people’s lifestyles. Diet, physical activity, and the PNPLA3 gene are known risk factors for non-alcoholic fatty liver disease (NAFLD). Aim: To evaluate changes in metabolic and hepatic disease in NAFLD patients after the COVID-19 lockdown. Three hundred and fifty seven NAFLD patients were enrolled, all previously instructed to follow a Mediterranean diet (MD). Anthropometric, metabolic, and laboratory data were collected before the COVID-19 lockdown in Italy and 6 months apart, along with ultrasound (US) steatosis grading and information about adherence to MD and physical activity (PA). In 188 patients, PNPLA3 genotyping was performed. After the lockdown, 48% of patients gained weight, while 16% had a worsened steatosis grade. Weight gain was associated with poor adherence to MD (p = 0.005), reduced PA (p = 0.03), and increased prevalence of PNPLA3 GG (p = 0.04). At multivariate analysis (corrected for age, sex, MD, PA, and PNPLA3 GG), only PNPLA3 remained independently associated with weight gain (p = 0.04), which was also associated with worsened glycemia (p = 0.002) and transaminases (p = 0.02). During lockdown, due to a dramatic change in lifestyles, half of our cohort of NAFLD patients gained weight, with a worsening of metabolic and hepatologic features. Interestingly, the PNPLA3 GG genotype nullified the effect of lifestyle and emerged as an independent risk factor for weight gain, opening new perspectives in NAFLD patient care.
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Affiliation(s)
- Felice Cinque
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Annalisa Cespiati
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Rosa Lombardi
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
- Correspondence: ; Tel.: +39-025-503-3784
| | - Andrea Costantino
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
- Unit of Gastroenterology and Endoscopy, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Gabriele Maffi
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Francesca Alletto
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Lucia Colavolpe
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Paolo Francione
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Giovanna Oberti
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Erika Fatta
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
| | - Cristina Bertelli
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
| | - Giordano Sigon
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Paola Dongiovanni
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
| | - Maurizio Vecchi
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
- Unit of Gastroenterology and Endoscopy, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Silvia Fargion
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
| | - Anna Ludovica Fracanzani
- Unit of Internal Medicine and Metabolic Disease, Fondazione Ca’ Granda IRCCS Ospedale Maggiore Policlinico, 20122 Milan, Italy; (F.C.); (A.C.); (G.M.); (F.A.); (L.C.); (P.F.); (G.O.); (E.F.); (C.B.); (G.S.); (P.D.); (S.F.); (A.L.F.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy; (A.C.); (M.V.)
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Determinants of patient trust in gastroenterology televisits: Results of machine learning analysis. INFORMATICS IN MEDICINE UNLOCKED 2022. [DOI: 10.1016/j.imu.2022.100867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
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