Enea Parimbelli
Orcid: 0000-0003-0679-828X
According to our database1,
Enea Parimbelli
authored at least 39 papers
between 2013 and 2024.
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Bibliography
2024
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers.
CoRR, 2024
Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis.
CoRR, 2024
2023
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application.
J. Biomed. Informatics, December, 2023
J. Biomed. Informatics, August, 2023
Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting.
Mach. Learn. Knowl. Extr., March, 2023
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif. Intell. Medicine, January, 2023
Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application.
CoRR, 2023
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers.
Proceedings of the Artificial Intelligence in Medicine, 2023
2022
CoRR, 2022
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
CoRR, 2021
Artif. Intell. Medicine, 2021
The Case Manager: Driving Medical Reasoning in a Distributed Environment for Home Patient Monitoring.
Proceedings of the Public Health and Informatics, 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
Development of a FHIR Layer on Top of the OMOP Common Data Model for the CAPABLE Project.
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021
CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration.
Proceedings of the Artificial Intelligence in Medicine, 2021
2019
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores?
Proceedings of the AMIA 2019, 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
Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities.
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management.
J. Medical Syst., 2018
J. Biomed. Informatics, 2018
Trusting telemedicine: A discussion on risks, safety, legal implications and liability of involved stakeholders.
Int. J. Medical Informatics, 2018
Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management.
Proceedings of the AMIA 2018, 2018
Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 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
Int. J. Medical Informatics, 2017
Predicting clinical outcomes in patients with traumatic bleeding: A secondary analysis of the CRASH-2 dataset.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 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
2016
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016
2015
From decision to shared-decision: Introducing patients' preferences into clinical decision analysis.
Artif. Intell. Medicine, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions.
Proceedings of the Artificial Intelligence in Medicine, 2015
Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Use of the virtual medical record data model for communication among components of a distributed decision-support system.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
Proceedings of the AMIA 2013, 2013