Arianna Dagliati
Arianna Dagliati
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Machine learning methods to predict diabetes complications
A Dagliati, S Marini, L Sacchi, G Cogni, M Teliti, V Tibollo, P De Cata, ...
Journal of diabetes science and technology 12 (2), 295-302, 2018
Integrated multi-omics analyses in oncology: a review of machine learning methods and tools
G Nicora, F Vitali, A Dagliati, N Geifman, R Bellazzi
Frontiers in oncology 10, 1030, 2020
A dashboard-based system for supporting diabetes care
A Dagliati, L Sacchi, V Tibollo, G Cogni, M Teliti, A Martinez-Millana, ...
Journal of the American Medical Informatics Association 25 (5), 538-547, 2018
Health informatics and EHR to support clinical research in the COVID-19 pandemic: an overview
A Dagliati, A Malovini, V Tibollo, R Bellazzi
Briefings in bioinformatics 22 (2), 812-822, 2021
Temporal electronic phenotyping by mining careflows of breast cancer patients
A Dagliati, L Sacchi, A Zambelli, V Tibollo, L Pavesi, JH Holmes, ...
Journal of biomedical informatics 66, 136-147, 2017
pMineR: an innovative R library for performing process mining in medicine
R Gatta, J Lenkowicz, M Vallati, E Rojas, A Damiani, L Sacchi, B De Bari, ...
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017
Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients
M Teliti, G Cogni, L Sacchi, A Dagliati, S Marini, V Tibollo, P De Cata, ...
Diabetes and Vascular Disease Research 15 (5), 424-432, 2018
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis
K Orphanou, A Dagliati, L Sacchi, A Stassopoulou, E Keravnou, ...
Journal of biomedical informatics 81, 74-82, 2018
An ICT infrastructure to integrate clinical and molecular data in oncology research
D Segagni, V Tibollo, A Dagliati, A Zambelli, SG Priori, R Bellazzi
BMC bioinformatics 13, 1-8, 2012
The ONCO-I2b2 project: integrating biobank information and clinical data to support translational research in oncology
D Segagni, V Tibollo, A Dagliati, L Perinati, A Zambelli, S Priori, R Bellazzi
User Centred Networked Health Care, 887-891, 2011
Big data technologies: new opportunities for diabetes management
R Bellazzi, A Dagliati, L Sacchi, D Segagni
Journal of diabetes science and technology 9 (5), 1119-1125, 2015
Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients
A Dagliati, L Sacchi, C Cerra, P Leporati, P De Cata, L Chiovato, ...
IEEE-EMBS international conference on biomedical and health informatics (BHI …, 2014
International analysis of electronic health records of children and youth hospitalized with COVID-19 infection in 6 countries
FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ...
JAMA network open 4 (6), e2112596-e2112596, 2021
Big data as a driver for clinical decision support systems: a learning health systems perspective
A Dagliati, V Tibollo, L Sacchi, A Malovini, I Limongelli, M Gabetta, ...
Frontiers in Digital Humanities 5, 8, 2018
Analyzing complex patients’ temporal histories: new frontiers in temporal data mining
L Sacchi, A Dagliati, R Bellazzi
Data Mining in Clinical Medicine, 89-105, 2015
The use of missing values in proteomic data-independent acquisition mass spectrometry to enable disease activity discrimination
KA McGurk, A Dagliati, D Chiasserini, D Lee, D Plant, I Baricevic-Jones, ...
Bioinformatics 36 (7), 2217-2223, 2020
Integration of administrative, clinical, and environmental data to support the management of type 2 diabetes mellitus: from satellites to clinical care
A Dagliati, A Marinoni, C Cerra, P Decata, L Chiovato, P Gamba, ...
Journal of diabetes science and technology 10 (1), 19-26, 2016
Generating and comparing knowledge graphs of medical processes using pMineR
R Gatta, M Vallati, J Lenkowicz, E Rojas, A Damiani, L Sacchi, B De Bari, ...
Proceedings of the Knowledge Capture Conference, 1-4, 2017
Pride and prejudice–What can we learn from peer review?
H Le Sueur, A Dagliati, I Buchan, AD Whetton, GP Martin, T Dornan, ...
Medical Teacher 42 (9), 1012-1018, 2020
Combining naive bayes classifiers with temporal association rules for coronary heart disease diagnosis
K Orphanou, A Dagliati, L Sacchi, A Stassopoulou, E Keravnou, ...
2016 IEEE International Conference on Healthcare Informatics (ICHI), 81-92, 2016
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