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Arianna Dagliati
Arianna Dagliati
Verified email at unipv.it
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Year
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
3072018
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
1702020
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
942021
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
772018
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
672017
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
542017
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
432018
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
422018
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
392012
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study
BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ...
EClinicalMedicine 55, 2023
362023
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
352018
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
352015
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 9th Knowledge Capture Conference, 1-4, 2017
312017
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
312011
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
292021
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
292020
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
292014
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
252020
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
242015
Mining post-surgical care processes in breast cancer patients
L Chiudinelli, A Dagliati, V Tibollo, S Albasini, N Geifman, N Peek, ...
Artificial intelligence in medicine 105, 101855, 2020
232020
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