Lucia Sacchi
Orcid: 0000-0002-1390-9825
According to our database1,
Lucia Sacchi
authored at least 98 papers
between 2004 and 2024.
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Bibliography
2024
How can we reward you? A compliance and reward ontology (CaRO) for eliciting quantitative reward rules for engagement in mHealth app and healthy behaviors.
J. Biomed. Informatics, 2024
Defining Effective Engagement For Enhancing Cancer Patients' Well-being with Mobile Digital Behavior Change Interventions.
CoRR, 2024
Education in Health Informatics: Perspectives from the Italian Society for Biomedical Informatics (SIBIM).
Proceedings of the pHealth 2024 - Proceedings of the 20th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2024
2022
J. Biomed. Informatics, 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
Proceedings of the Digital Professionalism in Health and Care: Developing the Workforce, Building the Future, 2022
2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021
Enhancing the IDEAS Framework with Ontology: Designing Digital Interventions for Improving Cancer Patients' Wellbeing.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration.
Proceedings of the Artificial Intelligence in Medicine, 2021
Proceedings of the Artificial Intelligence in Medicine, 2021
Detection of Parkinson's Disease Early Progressors Using Routine Clinical Predictors.
Proceedings of the Artificial Intelligence in Medicine, 2021
2020
Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform.
Sensors, 2020
Bringing spatiotemporal gait analysis into clinical practice: Instrument validation and pilot study of a commercial sensorized carpet.
Comput. Methods Programs Biomed., 2020
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records.
Artif. Intell. Medicine, 2020
Artif. Intell. Medicine, 2020
Building Trajectories Over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease.
Proceedings of the ECML PKDD 2020 Workshops, 2020
Comparison of Models for Predicting the Risk of Falling in the Non-hospitalized Elderly and Evaluation of Their Performances on an Italian Population.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
Deep Learning Applied to Blood Glucose Prediction from Flash Glucose Monitoring and Fitbit Data.
Proceedings of the Artificial Intelligence in Medicine, 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 Medical Informatics Decis. Mak., 2019
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
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
Proceedings of the Artificial Intelligence in Medicine, 2019
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
J. Biomed. Informatics, 2018
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis.
J. Biomed. Informatics, 2018
J. Am. Medical Informatics Assoc., 2018
Int. J. Medical Informatics, 2018
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective.
Frontiers Digit. Humanit., 2018
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
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
J. Biomed. Informatics, 2017
Int. J. Medical Informatics, 2017
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
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
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
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
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
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 6th International 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
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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
BMC Bioinform., 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
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
Proceedings of the AMIA 2013, 2013
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.
WIREs Data Mining 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
Proceedings of the MEDINFO 2010, 2010
2009
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
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
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
Proceedings of the Artificial Intelligence in Medicine, 2009
2008
2007
Precedence Temporal Networks to represent temporal relationships in gene expression data.
J. Biomed. Informatics, 2007
Int. J. Medical Informatics, 2007
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
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
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
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
Proceedings of the MEDINFO 2004, 2004