Lucia Sacchi

According to our database1, Lucia Sacchi authored at least 78 papers between 2004 and 2020.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2020
Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform.
Sensors, 2020

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

Supervised methods to extract clinical events from cardiology reports in Italian.
J. Biomed. Informatics, 2019

Permutation Entropy Applied to Fitbit Data: Long-Term Sleep Analysis on One Healthy Subject.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Ontology-Driven Real World Evidence Extraction from Clinical Narratives.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Opening the Black Box: Exploring Temporal Pattern of Type 2 Diabetes Complications in Patient Clustering Using Association Rules and Hidden Variable Discovery.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare.
Proceedings of the Business Process Management Workshops, 2019

Towards the Economic Evaluation of Two Mini-invasive Surgical Techniques for Head&Neck Cancer: A Customizable Model for Different Populations.
Proceedings of the Artificial Intelligence in Medicine, 2019

NONCADO: A System to Prevent Falls by Encouraging Healthy Habits in Elderly People.
Proceedings of the Artificial Intelligence in Medicine, 2019

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

2018
Patient similarity for precision medicine: A systematic review.
J. Biomed. Informatics, 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

Information extraction from Italian medical reports: An ontology-driven approach.
Int. J. Medical Informatics, 2018

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

Preface: AIME 2017.
Artif. Intell. Medicine, 2018

An Algorithm for Estimating Gait Parameters Through a Commercial Sensorized Carpet.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

AID-GM: An Advanced System Supporting Continuous Monitoring of T1DM Patients.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Opening the Black Box: Discovering and Explaining Hidden Variables in Type 2 Diabetic Patient Modelling.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
MobiGuide: a personalized and patient-centric decision-support system and its evaluation in the atrial fibrillation and gestational diabetes domains.
User Model. User-Adapt. Interact., 2017

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

Artificial Intelligence in Medicine AIME 2015.
Artif. Intell. Medicine, 2017

Clinical timelines development from textual medical reports in Italian.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Exploiting Temporal Constraints of Clinical Guidelines by Applying OpenEHR Archetypes.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

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

Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports.
Proceedings of the Artificial Intelligence in Medicine, 2017

A Platform for Targeting Cost-Utility Analyses to Specific Populations.
Proceedings of the Artificial Intelligence in Medicine, 2017

Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline.
Proceedings of the Artificial Intelligence in Medicine, 2017

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

2016
The Role of Nurses in E-Health: The MobiGuide Project Experience.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 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

Information Extraction from Italian medical reports: first steps towards clinical timelines development.
Proceedings of the AMIA 2016, 2016

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

2015
JTSA: An open source framework for time series abstractions.
Comput. Methods Programs Biomed., 2015

From decision to shared-decision: Introducing patients' preferences into clinical decision analysis.
Artif. Intell. Medicine, 2015

Gnaeus: Utilizing Clinical Guidelines for Knowledge-assisted Visualisation of EHR Cohorts.
Proceedings of the EuroVis Workshop on Visual Analytics, 2015

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

From data to the decision: A software architecture to integrate predictive modelling in clinical settings.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
CorrelaGenes: a new tool for the interpretation of the human transcriptome.
BMC Bioinformatics, 2014

Improving predictive models of glaucoma severity by incorporating quality indicators.
Artif. Intell. Medicine, 2014

Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application.
Proceedings of the Business Process Management Workshops, 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
Patient-tailored Workflow Patterns from Clinical Practice Guidelines Recommendations.
Proceedings of the MEDINFO 2013, 2013

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

Supporting Shared Decision Making within the MobiGuide Project.
Proceedings of the AMIA 2013, 2013

From Decision to Shared-Decision: Introducing Patients' Preferences in Clinical Decision Analysis - A Case Study in Thromboembolic Risk Prevention.
Proceedings of the Artificial Intelligence in Medicine, 2013

2012
Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience.
Int. J. Medical Informatics, 2012

2011
Predictive data mining in clinical medicine: a focus on selected methods and applications.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

2010
Temporal Clustering for Blood Glucose Analysis in the ICU: Identification of Groups of Patients with Different Risk Profile.
Proceedings of the MEDINFO 2010, 2010

Data mining techniques for analyzing stroke care processes.
Proceedings of the MEDINFO 2010, 2010

2009
Mining Administrative and Clinical Diabetes Data with Temporal Association Rules.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

Multivariate Time Series Classification with Temporal Abstractions.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment.
Proceedings of the AMIA 2009, 2009

A Temporal Abstraction Framework for Classifying Clinical Temporal Data.
Proceedings of the AMIA 2009, 2009

Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use.
Proceedings of the Artificial Intelligence in Medicine, 2009

Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up.
Proceedings of the Artificial Intelligence in Medicine, 2009

2008
TimeClust: a clustering tool for gene expression time series.
Bioinformatics, 2008

2007
Precedence Temporal Networks to represent temporal relationships in gene expression data.
J. Biomed. Informatics, 2007

Inferring gene regulatory networks by integrating static and dynamic data.
Int. J. Medical Informatics, 2007

Data mining with Temporal Abstractions: learning rules from time series.
Data Min. Knowl. Discov., 2007

Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data.
Artif. Intell. Medicine, 2007

2006
Inferring gene expression networks via static and dynamic data integration.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

2005
TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions.
Int. J. Medical Informatics, 2005

Precedence Temporal Networks from Gene Expression Data.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

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

Learning Rules with Complex Temporal Patterns in Biomedical Domains.
Proceedings of the Artificial Intelligence in Medicine, 2005

2004
Clustering gene expression data with Temporal Abstractions.
Proceedings of the MEDINFO 2004, 2004


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