Sfoglia per Autore
Analyzing Complex Patients’ Temporal Histories: New Frontiers in Temporal Data MiningData Mining in Clinical Medicine
2015-01-01 Sacchi, Lucia; Dagliati, Arianna; Bellazzi, Riccardo
Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients
2016-01-01 Dagliati, Arianna; Malovini, Alberto; Decata, Pasquale; Cogni, Giulia; Teliti, Marsida; Sacchi, Lucia; Cerra, Carlo; Chiovato, Luca; Bellazzi, Riccardo
Learning T2D evolving complexity from EMR and administrative data by means of Continuous time Bayesian networks
2016-01-01 Marini, Simone; Dagliati, Arianna; Sacchi, Lucia; Bellazzi, Riccardo
pMineR: An Innovative R Library for Performing Process Mining in Medicine
2017-01-01 Gatta, Roberto; Lenkowicz, Jacopo; Vallati, Mauro; Rojas, Eric; Damiani, Andrea; Sacchi, Lucia; De Bari, Berardino; Dagliati, Arianna; Fernandez-Llatas, Carlos; Montesi, Matteo; Marchetti, Antonio; Castellano, Maurizio; Valentini, Vincenzo
Machine Learning Methods to Predict Diabetes Complications
2017-01-01 Dagliati, Arianna; Marini, Simone; Sacchi, Lucia; Cogni, Giulia; Teliti, Marsida; Tibollo, Valentina; De Cata, Pasquale; Chiovato, Luca; Bellazzi, Riccardo
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR
2017-01-01 Gatta, Roberto; Montesi, Matteo; Marchetti, Antonio; Castellano, Maurizio; Valentini, Vincenzo; Vallati, Mauro; Lenkowicz, Jacopo; Rojas, Eric; Damiani, Andrea; Sacchi, Lucia; De Bari, Berardino; Dagliati, Arianna; Fernandez-Llatas, Carlos
Temporal electronic phenotyping by mining careflows of breast cancer patients
2017-01-01 Dagliati, A; Sacchi, L.; Zambelli, A.; Tibollo, V.; Pavesi, L.; Holmes, J. H.; Bellazzi, R.
LONGITUDINAL DATA ANALYTICS FOR CLINICAL DECISION SUPPORT IN TYPE 2 DIABETES
2017-01-30 Dagliati, Arianna
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective
2018-01-01 Dagliati, Arianna; Tibollo, Valentina; Sacchi, Lucia; Malovini, Alberto; Limongelli, Ivan; Gabetta, Matteo; Napolitano, Carlo; Mazzanti, Andrea; De Cata, Pasquale; Chiovato, Luca; Priori, Silvia; Bellazzi, Riccardo
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis
2018-01-01 Orphanou, Kalia; Dagliati, Arianna; Sacchi, Lucia; Stassopoulou, Athena; Keravnou, Elpida; Bellazzi, Riccardo
Careflow Mining Techniques to Explore Type 2 Diabetes Evolution
2018-01-01 Dagliati, Arianna; Tibollo, Valentina; Cogni, Giulia; Chiovato, Luca; Bellazzi, Riccardo; Sacchi, Lucia
A dashboard-based system for supporting diabetes care
2018-01-01 Dagliati, Arianna; Sacchi, Lucia; Tibollo, Valentina; Cogni, Giulia; Teliti, Marsida; Martinez-Millana, Antonio; Traver, Vicente; Segagni, Daniele; Posada, Jorge; Ottaviano, Manuel; Fico, Giuseppe; Arredondo, Maria Teresa; De Cata, Pasquale; Chiovato, Luca; Bellazzi, Riccardo
Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients
2018-01-01 Teliti, M.; Cogni, G.; Sacchi, L.; Dagliati, A.; Marini, S.; Tibollo, V.; De Cata, P.; Bellazzi, R.; Chiovato, L
Smartphone-based self-management of non-insulin-dependent diabetes: a Japanese system ot use by an italian patients' cohort
2018-01-01 Pinto, Sara; Waki, K.; Chiovato, L.; De Cata, P.; Dagliati, A.; Tibollo, V.; Ruvolo, G.; Bellazzi, R
Inferring temporal phenotypes with topological data analysis and pseudo time-series
2019-01-01 Dagliati, A.; Geifman, N.; Peek, N.; Holmes, J. H.; Sacchi, L.; Sajjadi, S. E.; Tucker, A.
What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project
2019-01-01 Fico, G.; Hernanzez, L.; Cancela, J.; Dagliati, A.; Sacchi, L.; Martinez-Millana, A.; Posada, J.; Manero, L.; Verdu, J.; Facchinetti, Anna; Ottaviano, M.; Zarkogianni, K.; Nikita, K.; Groop, L.; Gabriel-Sanchez, R.; Chiovato, L.; Traver, V.; Merino-Torres, J. F.; Cobelli, C.; Bellazzi, R.; Arredondo, M. T.
Mining post-surgical care processes in breast cancer patients
2020-01-01 Chiudinelli, L.; Dagliati, A.; Tibollo, V.; Albasini, S.; Geifman, N.; Peek, N.; Holmes, J. H.; Corsi, F.; Bellazzi, R.; Sacchi, L.
Pride and prejudice–What can we learn from peer review?
2020-01-01 Le Sueur, H.; Dagliati, A.; Buchan, I.; Whetton, A. D.; Martin, G. P.; Dornan, T.; Geifman, N.
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records
2020-01-01 Dagliati, A.; Geifman, N.; Peek, N.; Holmes, J. H.; Sacchi, L.; Bellazzi, R.; Sajjadi, S. E.; Tucker, A.
Latent Class Trajectory Modeling of 2-Component Disease Activity Score in 28 Joints Identifies Multiple Rheumatoid Arthritis Phenotypes of Response to Biologic Disease-Modifying Antirheumatic Drugs
2020-01-01 Dagliati, A.; Plant, D.; Nair, N.; Jani, M.; Amico, B.; Peek, N.; Morgan, A. W.; Isaacs, J.; Wilson, A. G.; Hyrich, K. L.; Geifman, N.; Barton, A.
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Analyzing Complex Patients’ Temporal Histories: New Frontiers in Temporal Data MiningData Mining in Clinical Medicine | 1-gen-2015 | Sacchi, Lucia; Dagliati, Arianna; Bellazzi, Riccardo | |
Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients | 1-gen-2016 | Dagliati, Arianna; Malovini, Alberto; Decata, Pasquale; Cogni, Giulia; Teliti, Marsida; Sacchi, Lucia; Cerra, Carlo; Chiovato, Luca; Bellazzi, Riccardo | |
Learning T2D evolving complexity from EMR and administrative data by means of Continuous time Bayesian networks | 1-gen-2016 | Marini, Simone; Dagliati, Arianna; Sacchi, Lucia; Bellazzi, Riccardo | |
pMineR: An Innovative R Library for Performing Process Mining in Medicine | 1-gen-2017 | Gatta, Roberto; Lenkowicz, Jacopo; Vallati, Mauro; Rojas, Eric; Damiani, Andrea; Sacchi, Lucia; De Bari, Berardino; Dagliati, Arianna; Fernandez-Llatas, Carlos; Montesi, Matteo; Marchetti, Antonio; Castellano, Maurizio; Valentini, Vincenzo | |
Machine Learning Methods to Predict Diabetes Complications | 1-gen-2017 | Dagliati, Arianna; Marini, Simone; Sacchi, Lucia; Cogni, Giulia; Teliti, Marsida; Tibollo, Valentina; De Cata, Pasquale; Chiovato, Luca; Bellazzi, Riccardo | |
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR | 1-gen-2017 | Gatta, Roberto; Montesi, Matteo; Marchetti, Antonio; Castellano, Maurizio; Valentini, Vincenzo; Vallati, Mauro; Lenkowicz, Jacopo; Rojas, Eric; Damiani, Andrea; Sacchi, Lucia; De Bari, Berardino; Dagliati, Arianna; Fernandez-Llatas, Carlos | |
Temporal electronic phenotyping by mining careflows of breast cancer patients | 1-gen-2017 | Dagliati, A; Sacchi, L.; Zambelli, A.; Tibollo, V.; Pavesi, L.; Holmes, J. H.; Bellazzi, R. | |
LONGITUDINAL DATA ANALYTICS FOR CLINICAL DECISION SUPPORT IN TYPE 2 DIABETES | 30-gen-2017 | Dagliati, Arianna | |
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective | 1-gen-2018 | Dagliati, Arianna; Tibollo, Valentina; Sacchi, Lucia; Malovini, Alberto; Limongelli, Ivan; Gabetta, Matteo; Napolitano, Carlo; Mazzanti, Andrea; De Cata, Pasquale; Chiovato, Luca; Priori, Silvia; Bellazzi, Riccardo | |
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis | 1-gen-2018 | Orphanou, Kalia; Dagliati, Arianna; Sacchi, Lucia; Stassopoulou, Athena; Keravnou, Elpida; Bellazzi, Riccardo | |
Careflow Mining Techniques to Explore Type 2 Diabetes Evolution | 1-gen-2018 | Dagliati, Arianna; Tibollo, Valentina; Cogni, Giulia; Chiovato, Luca; Bellazzi, Riccardo; Sacchi, Lucia | |
A dashboard-based system for supporting diabetes care | 1-gen-2018 | Dagliati, Arianna; Sacchi, Lucia; Tibollo, Valentina; Cogni, Giulia; Teliti, Marsida; Martinez-Millana, Antonio; Traver, Vicente; Segagni, Daniele; Posada, Jorge; Ottaviano, Manuel; Fico, Giuseppe; Arredondo, Maria Teresa; De Cata, Pasquale; Chiovato, Luca; Bellazzi, Riccardo | |
Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients | 1-gen-2018 | Teliti, M.; Cogni, G.; Sacchi, L.; Dagliati, A.; Marini, S.; Tibollo, V.; De Cata, P.; Bellazzi, R.; Chiovato, L | |
Smartphone-based self-management of non-insulin-dependent diabetes: a Japanese system ot use by an italian patients' cohort | 1-gen-2018 | Pinto, Sara; Waki, K.; Chiovato, L.; De Cata, P.; Dagliati, A.; Tibollo, V.; Ruvolo, G.; Bellazzi, R | |
Inferring temporal phenotypes with topological data analysis and pseudo time-series | 1-gen-2019 | Dagliati, A.; Geifman, N.; Peek, N.; Holmes, J. H.; Sacchi, L.; Sajjadi, S. E.; Tucker, A. | |
What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project | 1-gen-2019 | Fico, G.; Hernanzez, L.; Cancela, J.; Dagliati, A.; Sacchi, L.; Martinez-Millana, A.; Posada, J.; Manero, L.; Verdu, J.; Facchinetti, Anna; Ottaviano, M.; Zarkogianni, K.; Nikita, K.; Groop, L.; Gabriel-Sanchez, R.; Chiovato, L.; Traver, V.; Merino-Torres, J. F.; Cobelli, C.; Bellazzi, R.; Arredondo, M. T. | |
Mining post-surgical care processes in breast cancer patients | 1-gen-2020 | Chiudinelli, L.; Dagliati, A.; Tibollo, V.; Albasini, S.; Geifman, N.; Peek, N.; Holmes, J. H.; Corsi, F.; Bellazzi, R.; Sacchi, L. | |
Pride and prejudice–What can we learn from peer review? | 1-gen-2020 | Le Sueur, H.; Dagliati, A.; Buchan, I.; Whetton, A. D.; Martin, G. P.; Dornan, T.; Geifman, N. | |
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records | 1-gen-2020 | Dagliati, A.; Geifman, N.; Peek, N.; Holmes, J. H.; Sacchi, L.; Bellazzi, R.; Sajjadi, S. E.; Tucker, A. | |
Latent Class Trajectory Modeling of 2-Component Disease Activity Score in 28 Joints Identifies Multiple Rheumatoid Arthritis Phenotypes of Response to Biologic Disease-Modifying Antirheumatic Drugs | 1-gen-2020 | Dagliati, A.; Plant, D.; Nair, N.; Jani, M.; Amico, B.; Peek, N.; Morgan, A. W.; Isaacs, J.; Wilson, A. G.; Hyrich, K. L.; Geifman, N.; Barton, A. |
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