TAVAZZI, ERICA
TAVAZZI, ERICA
Dipartimento di Ingegneria dell'Informazione - DEI
A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population
2024 Roversi, C.; Tavazzi, E.; Vettoretti, M.; Di Camillo, B.
DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling
2024 Trescato, Isotta; Tavazzi, Erica; Vettoretti, Martina; Gatta, Roberto; Vasta, Rosario; Chiò, Adriano; DI CAMILLO, Barbara
GEN-RWD Sandbox: bridging the gap between hospital data privacy and external research insights with distributed analytics
2024 Gottardelli, Benedetta; Gatta, Roberto; Nucciarelli, Leonardo; Tudor, Andrada Mihaela; Tavazzi, Erica; Vallati, Mauro; Orini, Stefania; Di Giorgi, Nicoletta; Damiani, Andrea
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
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.
A differential process mining analysis of COVID-19 management for cancer patients
2022 Cuendet, M. A.; Gatta, R.; Wicky, A.; Gerard, C. L.; Dalla-Vale, M.; Tavazzi, E.; Michielin, G.; Delyon, J.; Ferahta, N.; Cesbron, J.; Lofek, S.; Huber, A.; Jankovic, J.; Demicheli, R.; Bouchaab, H.; Digklia, A.; Obeid, M.; Peters, S.; Eicher, M.; Pradervand, S.; Michielin, O.
Eleven quick tips for data cleaning and feature engineering
2022 Chicco, D.; Oneto, L.; Tavazzi, E.
Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis
2022 Tavazzi, E.; Gatta, R.; Vallati, M.; Cotti Piccinelli, S.; Filosto, M.; Padovani, A.; Castellano, M.; Di Camillo, B.
Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression
2022 Tavazzi, Erica; Daberdaku, Sebastian; Zandonà, Alessandro; Vasta, Rosario; Nefussy, Beatrice; Lunetta, Christian; Mora, Gabriele; Mandrioli, Jessica; Grisan, Enrico; Tarlarini, Claudia; Calvo, Andrea; Moglia, Cristina; Drory, Vivian; Gotkine, Marc; Chiò, Adriano; Di Camillo, Barbara
Late-onset and long-lasting immune-related adverse events from immune checkpoint-inhibitors: An overlooked aspect in immunotherapy
2021 Ghisoni, E.; Wicky, A.; Bouchaab, H.; Imbimbo, M.; Delyon, J.; Gautron Moura, B.; Gerard, C. L.; Latifyan, S.; Ozdemir, B. C.; Caikovski, M.; Pradervand, S.; Tavazzi, E.; Gatta, R.; Marandino, L.; Valabrega, G.; Aglietta, M.; Obeid, M.; Homicsko, K.; Mederos Alfonso, N. N.; Zimmermann, S.; Coukos, G.; Peters, S.; Cuendet, M. A.; Di Maio, M.; Michielin, O.
A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data
2020 Daberdaku, Sebastian; Tavazzi, Erica; Di Camillo, Barbara
Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach
2020 Tavazzi, Erica; Daberdaku, Sebastian; Vasta, Rosario; Calvo, Andrea; Chiò, Adriano; Di Camillo, Barbara
What role can process mining play in recurrent clinical guidelines issues? A position paper
2020 Gatta, R.; Vallati, M.; Fernandez-Llatas, C.; Martinez-Millana, A.; Orini, S.; Sacchi, L.; Lenkowicz, J.; Marcos, M.; Munoz-Gama, J.; Cuendet, M. A.; de Bari, B.; Marco-Ruiz, L.; Stefanini, A.; Valero-Ramon, Z.; Michielin, O.; Lapinskas, T.; Montvila, A.; Martin, N.; Tavazzi, E.; Castellano, M.
Towards Value-Based Healthcare and the Role of Regional Agencies: the Approach of the Veneto Region
2019 Comoretto, Rosanna Irene; Gasparetto, Teresa; Tavazzi, Erica; Gregori, Dario
Distance rendering and perception of nearby virtual sound sources with a near-field filter model
2017 Spagnol, Simone; Tavazzi, Erica; Avanzini, Federico