Arianna Dagliati

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Riccardo BellazziProfessor of Bioengineering and Medical Informatics, University of PaviaVerifierad e-postadress på unipv.it
Lucia SacchiUniversity of PaviaVerifierad e-postadress på unipv.it
Nophar GeifmanUniversity of SurreyVerifierad e-postadress på surrey.ac.uk
Adriano Chio'Professor of Neurology, 'Rita Levi Montalcini' Department of Neuroscience, University of TurinVerifierad e-postadress på unito.it
John H. HolmesProfessor of Medical Informatics in EpidemiologyVerifierad e-postadress på pennmedicine.upenn.edu
Niels PeekThe Healthcare Improvement Studies Institute, University of CambridgeVerifierad e-postadress på cam.ac.uk
Umberto Manera"Rita Levi Montalcini" Department of NeuroscienceVerifierad e-postadress på unito.it
Mamede de CarvalhoFaculdade de Medicina, Instituto de Medicina Molecular, Universidade de Lisboa, Lisbon, PortugalVerifierad e-postadress på fm.ul.pt
Barbara Di CamilloUniversity of Padova, Information Engineering DepartmentVerifierad e-postadress på dei.unipd.it
Erica TavazziUniversità degli Studi di PadovaVerifierad e-postadress på dei.unipd.it
Alberto MaloviniIstituti Clinici Scientifici MaugeriVerifierad e-postadress på icsmaugeri.it
Nicola FerroFull Professor, University of Padua, ItalyVerifierad e-postadress på dei.unipd.it
Simone MariniUniversity of FloridaVerifierad e-postadress på ufl.edu
Giuseppe FicoAssistant Professor of Biomedical Engineering, Universidad Politécnica de MadridVerifierad e-postadress på lst.tfo.upm.es
Helena AidosLASIGE, Dep. Informática, Faculdade de Ciências, Universidade de LisboaVerifierad e-postadress på fc.ul.pt
Sara C. MadeiraLASIGE, Departamento de Informática, Faculdade de Ciências, Universidade de LisboaVerifierad e-postadress på fc.ul.pt
Piero FariselliDept. of Medical Sciences, University of Torino, ItalyVerifierad e-postadress på unito.it
m gromichoInstituto Medicina MolecularVerifierad e-postadress på medicina.ulisboa.pt
Carlos Fernandez LlatasITACA-SABIEN-PM4H Lab Universidad Politecnica de Valencia / CLINTEC - Karolinska InstitutetVerifierad e-postadress på itaca.upv.es
Roberto GattaPhDVerifierad e-postadress på unibs.it

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Arianna Dagliati

University of Pavia

Verifierad e-postadress på unipv.it

Machine Learning Medical Informatics Bioinformatics


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	392	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	238	2020
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	134	2021
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	92	2018
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	76	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	69	2017
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	58	2023
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	53	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	48	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	42	2012
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	39	2020
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	38	2018
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	38	2017
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	38	2015
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	36	2021
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	35	2020
SurvMaximin: robust federated approach to transporting survival risk prediction models X Wang, HG Zhang, X Xiong, C Hong, GM Weber, GA Brat, CL Bonzel, ... Journal of biomedical informatics 134, 104176, 2022	33	2022
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	31	2014
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	31	2011
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	30	2020

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