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ORCIDEnea Parimbelli
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2020 – today
- 2024
[j12]Laura Bergomi
, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli:
Reshaping free-text radiology notes into structured reports with generative question answering transformers. Artif. Intell. Medicine 154: 102924 (2024)- [c25]Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli:
Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. AIME (2) 2024: 257-266 - [c24]Samuele Pe, Giovanna Nicora, Bruna Maria Vittoria Guerra, Stefania Sozzi, Enea Parimbelli:
Systematic Comparison of Machine Learning for Activity Recognition in Cross-Subject vs. NonCross-Subject Scenarios: A Preliminary Analysis. RTSI 2024: 375-379 - [e2]Joseph Finkelstein, Robert Moskovitch, Enea Parimbelli:
Artificial Intelligence in Medicine - 22nd International Conference, AIME 2024, Salt Lake City, UT, USA, July 9-12, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14844, Springer 2024, ISBN 978-3-031-66537-0 [contents] - [e1]Joseph Finkelstein, Robert Moskovitch, Enea Parimbelli:
Artificial Intelligence in Medicine - 22nd International Conference, AIME 2024, Salt Lake City, UT, USA, July 9-12, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14845, Springer 2024, ISBN 978-3-031-66534-9 [contents] - [i7]Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi:
Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis. CoRR abs/2402.17554 (2024) - [i6]Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli:
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers. CoRR abs/2403.18938 (2024) - [i5]Tommaso Mario Buonocore, Simone Rancati, Enea Parimbelli:
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian. CoRR abs/2407.06011 (2024) - [i4]Alessandro De Carlo, Enea Parimbelli, Nicola Melillo, Giovanna Nicora:
Introducing Δ-XAI: a novel sensitivity-based method for local AI explanations. CoRR abs/2407.18343 (2024) - 2023
- [j11]Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi:
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine 135: 102471 (2023) - [j10]Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli:
Localizing in-domain adaptation of transformer-based biomedical language models. J. Biomed. Informatics 144: 104431 (2023) - [j9]Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli, Enea Parimbelli, Federico Verde, Cira Fundarò, Marina Manera, Matteo Cotta Ramusino, Marco Capelli, Alfredo Costa, Giuliano Binetti, Riccardo Bellazzi, Alberto Redolfi:
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application. J. Biomed. Informatics 148: 104557 (2023) - [j8]Federico Cabitza, Andrea Campagner, Chiara Natali, Enea Parimbelli, Luca Ronzio, Matteo Cameli:
Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting. Mach. Learn. Knowl. Extr. 5(1): 269-286 (2023) - [c23]Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi:
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers. AIME 2023: 153-162 - [c22]Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati:
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis. CLEF (Working Notes) 2023: 1210-1218 - [i3]Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli, Enea Parimbelli, Federico Verde, Cira Fundarò, Marina Manera, Matteo Cotta Ramusino, Marco Capelli, Alfredo Costa, Giuliano Binetti, Riccardo Bellazzi, Alberto Redolfi:
Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application. CoRR abs/2306.05323 (2023) - 2022
- [c21]Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici:
The PERISCOPE Data Atlas: A Demonstration of Release v1.2. AIME 2022: 412-415 - [c20]Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli:
Evaluation of XAI on ALS 6-months mortality prediction. CLEF (Working Notes) 2022: 1228-1235 - [i2]Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli:
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models. CoRR abs/2212.10422 (2022) - 2021
- [j7]Enea Parimbelli, Szymon Wilk, Ronald Cornet, Pawel Sniatala, K. Sniatala, S. L. C. Glaser, Itske Fraterman, Annelies H. Boekhout, Manuel Ottaviano, Mor Peleg:
A review of AI and Data Science support for cancer management. Artif. Intell. Medicine 117: 102111 (2021) - [c19]Enea Parimbelli, Matteo Gabetta, Giordano Lanzola, Francesca Polce, Szymon Wilk, David Glasspool, Alexandra Kogan, Roy Leizer, Vitali Gisko, Nicole Veggiotti, Silvia Panzarasa, Rowdy de Groot, Manuel Ottaviano, Lucia Sacchi, Ronald Cornet, Mor Peleg, Silvana Quaglini:
CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration. AIME 2021: 298-303 - [c18]Matteo Gabetta, Anna Alloni, Francesca Polce, Giordano Lanzola, Enea Parimbelli, Nicola Barbarini:
Development of a FHIR Layer on Top of the OMOP Common Data Model for the CAPABLE Project. EFMI-STC 2021: 28-29 - [c17]T. M. Buonocore, Enea Parimbelli, Lucia Sacchi, Roberto Bellazzi, L. del Campo, Silvana Quaglini:
Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers. MedInfo 2021: 597-601 - [c16]Francesca Polce, Giordano Lanzola, Matteo Gabetta, Enea Parimbelli, Szymon Wilk, David Glasspool, Roy Leizer, Alexandra Kogan, Silvana Quaglini:
The Case Manager: Driving Medical Reasoning in a Distributed Environment for Home Patient Monitoring. MIE 2021: 610-614 - [i1]Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi:
Tree-based local explanations of machine learning model predictions, AraucanaXAI. CoRR abs/2110.08272 (2021)
2010 – 2019
- 2019
- [c15]Daniele Pala, John H. Holmes, José Pagán, Enea Parimbelli, Marica Teresa Rocca, Vittorio Casella, Riccardo Bellazzi:
Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities. AIME 2019: 79-83 - [c14]Elisa Salvi, Enea Parimbelli, Lucia Sacchi, Silvana Quaglini, Erika Maggi, Lorry Duchoud, Gian Luca Armas, John De Almeida, Christian Simon:
Towards the Economic Evaluation of Two Mini-invasive Surgical Techniques for Head&Neck Cancer: A Customizable Model for Different Populations. AIME 2019: 155-159 - [c13]Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen P. Kingwell, Wojtek Michalowski, Martin Michalowski:
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? AMIA 2019 - 2018
- [j6]Enea Parimbelli, B. Bottalico, Eleonora Losiouk, M. Tomasi, Amedeo Santosuosso, Giordano Lanzola, Silvana Quaglini, Riccardo Bellazzi:
Trusting telemedicine: A discussion on risks, safety, legal implications and liability of involved stakeholders. Int. J. Medical Informatics 112: 90-98 (2018) - [j5]Enea Parimbelli, Simone Marini, Lucia Sacchi, Riccardo Bellazzi:
Patient similarity for precision medicine: A systematic review. J. Biomed. Informatics 83: 87-96 (2018) - [j4]Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier:
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. J. Medical Syst. 42(11): 234:1-234:15 (2018) - [c12]Enea Parimbelli, Daniele Pala, Riccardo Bellazzi, Cecilia Vera-Mñnoz, Vittorio Casella:
Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS. AAAI Workshops 2018: 495-498 - [c11]Enea Parimbelli, Szymon Wilk, Stephen P. Kingwell, Pavel Andreev, Wojtek Michalowski:
Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management. AMIA 2018 - 2017
- [j3]Mor Peleg, Yuval Shahar, Silvana Quaglini, Tom H. F. Broens, Roxana Ioana Budasu, Nick Lik San Fung, Adi Fux, Gema García-Sáez, Ayelet Goldstein, Arturo González-Ferrer, Hermie Hermens, M. Elena Hernando, Val Jones, Guy Klebanov, Denis Klimov, Daniel Knoppel, Nekane Larburu, Carlos Marcos Lagunar, Iñaki Martínez-Sarriegui, Carlo Napolitano, Angels Pallàs, Angel Palomares, Enea Parimbelli, Belén Pons, Mercedes Rigla, Lucia Sacchi, Erez Shalom, Pnina Soffer, Boris W. van Schooten:
Assessment of a personalized and distributed patient guidance system. Int. J. Medical Informatics 101: 108-130 (2017) - [j2]Mor Peleg, Yuval Shahar, Silvana Quaglini, Adi Fux, Gema García-Sáez, Ayelet Goldstein, M. Elena Hernando, Denis Klimov, Iñaki Martínez-Sarriegui, Carlo Napolitano, Enea Parimbelli, Mercedes Rigla, Lucia Sacchi, Erez Shalom, Pnina Soffer:
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. 27(2): 159-213 (2017) - [c10]Elisa Salvi, Enea Parimbelli, Alessia Basadonne, Natalia Viani, Anna Cavallini, Giuseppe Micieli, Silvana Quaglini, Lucia Sacchi:
Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline. AIME 2017: 193-197 - [c9]Elisa Salvi, Enea Parimbelli, Gladys Emalieu, Silvana Quaglini, Lucia Sacchi:
A Platform for Targeting Cost-Utility Analyses to Specific Populations. AIME 2017: 361-365 - [c8]Gianluca Roveda, Moses A. Koledoye, Enea Parimbelli, John H. Holmes:
Predicting clinical outcomes in patients with traumatic bleeding: A secondary analysis of the CRASH-2 dataset. RTSI 2017: 1-6 - 2016
- [c7]Enea Parimbelli, Lucia Sacchi, Roxana Ioana Budasu, Carlo Napolitano, Mor Peleg, Silvana Quaglini:
The Role of Nurses in E-Health: The MobiGuide Project Experience. Nursing Informatics 2016: 153-157 - 2015
- [j1]Lucia Sacchi, Stefania Rubrichi, Carla Rognoni, Silvia Panzarasa, Enea Parimbelli, Andrea Mazzanti, Carlo Napolitano, Silvia G. Priori, Silvana Quaglini:
From decision to shared-decision: Introducing patients' preferences into clinical decision analysis. Artif. Intell. Medicine 65(1): 19-28 (2015) - [c6]Enea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes:
Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems. AIME 2015: 106-110 - [c5]Lucia Sacchi, Enea Parimbelli, Silvia Panzarasa, Natalia Viani, Elena Rizzo, Carlo Napolitano, Roxana Ioana Budasu, Silvana Quaglini:
Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions. AIME 2015: 337-341 - [c4]Enea Parimbelli, Gabriella Fizzotti, Caterina Pistarini, Carla Rognoni, Silvana Quaglini:
Quality of Life Measurements in Spinal Cord Injury Patients. MedInfo 2015: 998 - 2014
- [c3]Enea Parimbelli, Silvana Quaglini, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, John H. Holmes:
Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making. AAAI Fall Symposia 2014 - [c2]Arturo González-Ferrer, Mor Peleg, Enea Parimbelli, Erez Shalom, Carlos Marcos Lagunar, Guy Klebanov, Iñaki Martínez-Sarriegui, Nick Lik San Fung, Tom H. F. Broens:
Use of the virtual medical record data model for communication among components of a distributed decision-support system. BHI 2014: 526-530 - 2013
- [c1]Silvana Quaglini, Yuval Shahar, Mor Peleg, Silvia Miksch, Carlo Napolitano, Mercedes Rigla, Angels Pallàs, Enea Parimbelli, Lucia Sacchi:
Supporting Shared Decision Making within the MobiGuide Project. AMIA 2013
Coauthor Index
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