LONGATO, ENRICO
LONGATO, ENRICO
Dipartimento di Scienze Chirurgiche Oncologiche e Gastroenterologiche - DiSCOG
The impact of clinical history on the predictive performance of machine learning and deep learning models for renal complications of diabetes
2025 Dei Cas, Davide; Di Camillo, Barbara; Fadini, Gian Paolo; Sparacino, Giovanni; Longato, Enrico
Comparative renal outcomes of matched cohorts of patients with type 2 diabetes receiving SGLT2 inhibitors or GLP-1 receptor agonists under routine care
2024 Fadini, Gian Paolo; Longato, Enrico; Morieri, Mario Luca; Bonora, Enzo; Consoli, Agostino; Fattor, Bruno; Rigato, Mauro; Turchi, Federica; Del Prato, Stefano; Avogaro, Angelo; Solini, Anna; Null, Null
Long-term benefits of dapagliflozin on renal outcomes of type 2 diabetes under routine care: a comparative effectiveness study on propensity score matched cohorts at low renal risk
2024 Fadini, G. P.; Longato, E.; Morieri, M. L.; Del Prato, S.; Avogaro, A.; Solini, A.; Baldassarre, M.; Consoli, A.; Morganet, S.; Zugaro, A.; Baroni, M. G.; Andreozzi, F.; Gatti, A.; De Riu, S.; Del Buono, A.; Aldigeri, R.; Bonadonna, R.; Cas, A. D.; Vazzana, A.; Antonini, M.; Moretti, V.; Volsi, P. L.; Cesare, M.; Zanette, G.; Carletti, S.; D'Angelo, P.; Leto, G.; Leonetti, F.; D'Onofrio, L.; Maddaloni, E.; Buzzetti, R.; Frontoni, S.; Cavallo, G.; Morano, S.; Filardi, T.; Capece, U.; Giaccari, A.; Bossi, A. C.; Meregalli, G.; Querci, F.; Gaglio, A.; Resi, V.; Orsi, E.; Fazion, S.; Franzetti, I. G.; Berra, C.; Manfrini, S.; Garrapa, G.; Lucarelli, G.; Riccialdelli, L.; Tortato, E.; Zavattaro, M.; Aimaretti, G.; Cavalot, F.; Beccuti, G.; Broglio, F.; Fattor, B.; Cazzetta, G.; Lamacchia, O.; Rauseo, A.; De Cosmo, S.; Cau, R.; Ghiani, M.; Di Benedetto, A.; Di Pino, A.; Piro, S.; Purrello, F.; Frittitta, L.; Milluzzo, A.; Russo, G.
Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study
2024 Guazzo, Alessandro; Atzeni, Michele; Idi, Elena; Trescato, Isotta; Tavazzi, Erica; Longato, Enrico; Umberto, Manera; Adriano, Chió; Marta, Gromicho; Inês, Alves; de Carvalho Mamede, ; Vettoretti, Martina; DI CAMILLO, Barbara
Sudden cardiac death after myocardial infarction: individual participant data from pooled cohorts
2024 Peek, Niels; Hindricks, Gerhard; Akbarov, Artur; Tijssen, Jan G P; Jenkins, David A; Kapacee, Zoher; Parkes, Le Mai; van der Geest, Rob J; Longato, Enrico; Sprague, Daniel; Taleb, Youssef; Ong, Marcus; Miller, Christopher A; Shamloo, Alireza Sepehri; Albert, Christine; Barthel, Petra; Boveda, Serge; Braunschweig, Frieder; Johansen, Jens Brock; Cook, Nancy; de Chillou, Christian; Elders, Petra; Faxén, Jonas; Friede, Tim; Fusini, Laura; Gale, Chris P; Jarkovsky, Jiri; Jouven, Xavier; Junttila, Juhani; Kautzner, Josef; Kiviniemi, Antti; Kutyifa, Valentina; Leclercq, Christophe; Lee, Daniel C; Leigh, Jill; Lenarczyk, Radosław; Leyva, Francisco; Maeng, Michael; Manca, Andrea; Marijon, Eloi; Marschall, Ursula; Merino, Jose Luis; Mont, Lluis; Nielsen, Jens Cosedis; Olsen, Thomas; Pester, Julie; Pontone, Gianluca; Roca, Ivo; Schmidt, Georg; Schwartz, Peter J; Sticherling, Christian; Suleiman, Mahmoud; Taborsky, Milos; Tan, Hanno L; Tfelt-Hansen, Jacob; Thiele, Holger; Tomaselli, Gordon F; Verstraelen, Tom; Vinayagamoorthy, Manickavasagar; Olesen, Kevin Kris Warnakula; Wilde, Arthur; Willems, Rik; Wu, Katherine C; Zabel, Markus; Martin, Glen P; Dagres, Nikolaos
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review
2023 Tavazzi, E.; Longato, E.; Vettoretti, M.; Aidos, H.; Trescato, I.; Roversi, C.; Martins, A. S.; Castanho, E. N.; Branco, R.; Soares, D. F.; Guazzo, A.; Birolo, G.; Pala, D.; Bosoni, P.; Chio, A.; Manera, U.; de Carvalho, M.; Miranda, B.; Gromicho, M.; Alves, I.; Bellazzi, R.; Dagliati, A.; Fariselli, P.; Madeira, S. C.; Di Camillo, B.
Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits' text
2023 Guazzo, Alessandro; Longato, Enrico; Fadini, Gian Paolo; Morieri, Mario Luca; Sparacino, Giovanni; Di Camillo, Barbara
Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care
2022 Morieri, Mario Luca; Longato, Enrico; Di Camillo, Barbara; Sparacino, Giovanni; Avogaro, Angelo; Fadini, Gian Paolo
Performance assessment across different care settings of a heart failure hospitalisation risk-score for type 2 diabetes using administrative claims
2022 Guazzo, Alessandro; Longato, Enrico; Morieri, Mario Luca; Sparacino, Giovanni; Franco-Novelletto, Bruno; Cancian, Maurizio; Fusello, Massimo; Tramontan, Lara; Battaggia, Alessandro; Avogaro, Angelo; Fadini, Gian Paolo; Di Camillo, Barbara
Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis
2022 Longato, E.; Di Camillo, B.; Sparacino, G.; Avogaro, A.; Fadini, G. P.
Time-series analysis of multidimensional clinical-laboratory data by dynamic Bayesian networks reveals trajectories of COVID-19 outcomes
2022 Longato, Enrico; Morieri, Mario Luca; Sparacino, Giovanni; Di Camillo, Barbara; Cattelan, Annamaria; Lo Menzo, Sara; Trevenzoli, Marco; Vianello, Andrea; Guarnieri, Gabriella; Lionello, Federico; Avogaro, Angelo; Fioretto, Paola; Vettor, Roberto; Fadini, Gian Paolo
A Deep Learning Approach to Predict Diabetes' Cardiovascular Complications from Administrative Claims
2021 Longato, E.; Fadini, G. P.; Sparacino, G.; Avogaro, A.; Tramontan, L.; Di Camillo, B.
Cardiovascular effectiveness of human-based vs. exendin-based glucagon like peptide-1 receptor agonists: a retrospective study in patients with type 2 diabetes
2021 Longato, E.; Di Camillo, B.; Sparacino, G.; Tramontan, L.; Avogaro, A.; Fadini, G. P.
Cardiovascular outcomes after initiating GLP-1 receptor agonist or basal insulin for the routine treatment of type 2 diabetes: a region-wide retrospective study
2021 Longato, E.; Di Camillo, B.; Sparacino, G.; Tramontan, L.; Avogaro, A.; Fadini, G. P.
Outcomes of patients with type 2 diabetes treated with SGLT-2 inhibitors versus DPP-4 inhibitors. An Italian real-world study in the context of other observational studies
2021 Longato, E.; Bonora, B. M.; Di Camillo, B.; Sparacino, G.; Tramontan, L.; Avogaro, A.; Fadini, G. P.
A practical perspective on the concordance index for the evaluation and selection of prognostic time-to-event models
2020 Longato, E.; Vettoretti, M.; Di Camillo, B.
Addressing practical issues of predictive models translation into everyday practice and public health management: A combined model to predict the risk of type 2 diabetes improves incidence prediction and reduces the prevalence of missing risk predictions
2020 Vettoretti, M.; Longato, E.; Zandona, A.; Li, Y.; Pagan, J. A.; Siscovick, D.; Carnethon, M. R.; Bertoni, A. G.; Facchinetti, A.; Di Camillo, B.
Better cardiovascular outcomes of type 2 diabetic patients treated with GLP-1 receptor agonists versus DPP-4 inhibitors in clinical practice
2020 Longato, E.; Di Camillo, B.; Sparacino, G.; Tramontan, L.; Avogaro, A.; Fadini, G. P.
Cardiovascular outcomes of type 2 diabetic patients treated with SGLT-2 inhibitors versus GLP-1 receptor agonists in real-life
2020 Longato, E.; Di Camillo, B.; Sparacino, G.; Gubian, L.; Avogaro, A.; Fadini, G. P.
Diabetes diagnosis from administrative claims and estimation of the true prevalence of diabetes among 4.2 million individuals of the Veneto region (North East Italy)
2020 Longato, E.; Di Camillo, B.; Sparacino, G.; Saccavini, C.; Avogaro, A.; Fadini, G. P.