Arianna Dagliati

According to our database1, Arianna Dagliati authored at least 25 papers between 2005 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
Other 

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Bibliography

2019
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.
BMC Med. Inf. & Decision Making, 2019

A Dashboard for Latent Class Trajectory Modeling: Application in Rheumatoid Arthritis.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Inferring Temporal Phenotypes with Topological Data Analysis and Pseudo Time-Series.
Proceedings of the Artificial Intelligence in Medicine, 2019

2018
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis.
J. Biomed. Informatics, 2018

A dashboard-based system for supporting diabetes care.
JAMIA, 2018

Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective.
Front. Digital Humanities, 2018

2017
Temporal electronic phenotyping by mining careflows of breast cancer patients.
J. Biomed. Informatics, 2017

Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR.
Proceedings of the Knowledge Capture Conference, 2017

pMineR: An Innovative R Library for Performing Process Mining in Medicine.
Proceedings of the Artificial Intelligence in Medicine, 2017

2016
Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Learning T2D Evolving Complexity from EMR and Administrative Data by Means of Continuous Time Bayesian Networks.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients.
Proceedings of the AMIA 2016, 2016

2015
Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Template for preparation of papers for IEEE sponsored conferences & symposia.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Improving risk-stratification of Diabetes complications using temporal data mining.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A proposal of architecture to share patients data out of healthcare settings for research purposes.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

A data gathering framework to collect Type 2 diabetes patients data.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Mining Careflow Patterns in data warehouses of breast cancer patients.
Proceedings of the AMIA 2013, 2013

2012
An ICT infrastructure to integrate clinical and molecular data in oncology research.
BMC Bioinformatics, 2012

2011
The ONCO-I2b2 Project: Integrating Biobank Information and Clinical Data to Support Translational Research in Oncology.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

2005
Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data.
Proceedings of the AMIA 2005, 2005


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