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Lucia Sacchi
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2020 – today
- 2024
- [j30]Mor Peleg
, Nicole Veggiotti, Lucia Sacchi
, Szymon Wilk
:
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 154: 104655 (2024) - [i1]Aneta Lisowska, Szymon Wilk, Laura Locati, Mimma Rizzo, Lucia Sacchi, Silvana Quaglini, Matteo Terzaghi, Valentina Tibollo, Mor Peleg:
Defining Effective Engagement For Enhancing Cancer Patients' Well-being with Mobile Digital Behavior Change Interventions. CoRR abs/2403.12007 (2024) - 2023
- [e4]Mauro Giacomini, Lacramioara Stoicu-Tivadar, Gabriella Balestra, Arriel Benis, Stefano Bonacina, Alessio Bottrighi, Thomas M. Deserno, Parisis Gallos, Lenka Lhotská, Sara Marceglia, Alejandro C. Pazos Sierra, Samanta Rosati, Lucia Sacchi:
Telehealth Ecosystems in Practice - Proceedings of the EFMI Special Topic Conference 2023, EFMI-STC 2023, Turin, Italy, 25 - 27 October 2023. Studies in Health Technology and Informatics 309, IOS Press 2023, ISBN 978-1-64368-450-5 [contents] - 2022
- [j29]Jorge Munoz-Gama
, Niels Martin
, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda
, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini
, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente
, Chiara Di Francescomarino, Claudio Di Ciccio
, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez
, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati
, Xixi Lu, Felix Mannhardt
, Ronny Mans, Mar Marcos
, Renata Medeiros de Carvalho, Marco Pegoraro
, Simon K. Poon, Luise Pufahl, Hajo A. Reijers
, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane
, Minseok Song
, Alessandro Stefanini
, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst
, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
:
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127: 103994 (2022) - [c66]Sara Marceglia, Gabriella Balestra, Alessio Bottrighi, Mauro Giacomini
, Pierangelo Veltri, Lucia Sacchi:
Developing the Digital Healthcare Workforce in Italy: The SIBIM Experience. EFMI-STC 2022: 46-50 - [c65]Lucia Sacchi, Nicole Veggiotti, Emanuele Girani, Valentina Tibollo
, Silvana Quaglini:
Personalising Symptoms Reporting in Telemonitoring Applications for Cancer Patients. MIE 2022: 900-904 - [e3]Brigitte Séroussi, Patrick Weber, Ferdinand Dhombres, Cyril Grouin, Jan-David Liebe, Sylvia Pelayo, Andrea Pinna, Bastien Rance, Lucia Sacchi, Adrien Ugon, Arriel Benis, Parisis Gallos:
Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022, Medical Informatics Europe, Nice, France, May 27-30, 2022. Studies in Health Technology and Informatics 294, IOS Press 2022, ISBN 978-1-64368-284-6 [contents] - 2021
- [c64]Marco Cotogni
, Lucia Sacchi, Dejan Georgiev, Aleksander Sadikov:
Detection of Parkinson's Disease Early Progressors Using Routine Clinical Predictors. AIME 2021: 163-167 - [c63]Alessia Gerbasi
, Vida Groznik, Dejan Georgiev, Lucia Sacchi, Aleksander Sadikov
:
Detecting Mild Cognitive Impairment Using Smooth Pursuit and a Modified Corsi Task. AIME 2021: 168-172 - [c62]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 - [c61]Nicole Veggiotti, Lucia Sacchi, Mor Peleg:
Enhancing the IDEAS Framework with Ontology: Designing Digital Interventions for Improving Cancer Patients' Wellbeing. AMIA 2021 - [c60]Emanuele Girani, Matteo Gabetta, Anna Alloni, Morena Stuppia, Lucia Sacchi, Nicola Barbarini:
Automatic Data Transfer from OMOP-CDM to REDCap: A Semantically-Enriched Framework. EFMI-STC 2021: 30-31 - [c59]Mehrshad Mokhtaran, Lucia Sacchi, Valentina Tibollo
, Irene Risi, Vittoria Ramella, Silvana Quaglini, Francesco Fanfulla:
Obstructive Sleep Apnea Home-Monitoring Using a Commercial Wearable Device. MedInfo 2021: 522-525 - [c58]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 - 2020
- [j28]Lorenzo Chiudinelli
, Arianna Dagliati, Valentina Tibollo
, Sara Albasini, Nophar Geifman
, Niels Peek, John H. Holmes, Fabio Corsi
, Riccardo Bellazzi
, Lucia Sacchi:
Mining post-surgical care processes in breast cancer patients. Artif. Intell. Medicine 105: 101855 (2020) - [j27]Arianna Dagliati, Nophar Geifman
, Niels Peek, John H. Holmes, Lucia Sacchi, Riccardo Bellazzi
, Seyed Erfan Sajjadi, Allan Tucker
:
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. Artif. Intell. Medicine 108: 101930 (2020) - [j26]Giordano Lanzola, Riccardo Bagarotti, Lucia Sacchi, Elisa Salvi, Anna Alloni, Michela Picardi
, Irma Sterpi, Rosangela Boninsegna, Massimo Corbo
, Silvana Quaglini:
Bringing spatiotemporal gait analysis into clinical practice: Instrument validation and pilot study of a commercial sensorized carpet. Comput. Methods Programs Biomed. 188: 105292 (2020) - [j25]Elisa Salvi, Pietro Bosoni
, Valentina Tibollo
, Lisanne Kruijver, Valeria Calcaterra
, Lucia Sacchi
, Riccardo Bellazzi
, Cristiana Larizza
:
Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform. Sensors 20(1): 128 (2020) - [c57]Pietro Bosoni
, Marco Meccariello, Valeria Calcaterra
, Cristiana Larizza
, Lucia Sacchi, Riccardo Bellazzi
:
Deep Learning Applied to Blood Glucose Prediction from Flash Glucose Monitoring and Fitbit Data. AIME 2020: 59-63 - [c56]Elisa Salvi, Irma Sterpi, Antonio Caronni, Peppino Tropea, Michela Picardi, Massimo Corbo, Giordano Lanzola, Silvana Quaglini, Lucia Sacchi:
Comparison of Models for Predicting the Risk of Falling in the Non-hospitalized Elderly and Evaluation of Their Performances on an Italian Population. HEALTHINF 2020: 718-723 - [c55]Seyed Erfan Sajjadi, Barbara Draghi, Lucia Sacchi, Arianna Dagliati, John H. Holmes, Allan Tucker:
Building Trajectories Over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease. PKDD/ECML Workshops 2020: 48-61
2010 – 2019
- 2019
- [j24]Natalia Viani, Timothy A. Miller
, Carlo Napolitano
, Silvia G. Priori
, Guergana K. Savova, Riccardo Bellazzi
, Lucia Sacchi
:
Supervised methods to extract clinical events from cardiology reports in Italian. J. Biomed. Informatics 95 (2019) - [j23]Giuseppe Fico
, Liss Hernández, Jorge Cancela, Arianna Dagliati
, Lucia Sacchi
, Antonio Martinez-Millana, Jorge Posada, Lidia Manero, Jose Verdú, Andrea Facchinetti, Manuel Ottaviano
, Konstantia Zarkogianni, Konstantina S. Nikita
, Leif Groop, Rafael Gabriel, Luca Chiovato
, Vicente Traver, Juan Francisco Merino-Torres
, Claudio Cobelli, Riccardo Bellazzi
, María Teresa Arredondo
:
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. 19(1): 163:1-163:16 (2019) - [c54]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 - [c53]Elisa Salvi, Silvia Panzarasa, Riccardo Bagarotti, Michela Picardi
, Rosangela Boninsegna, Irma Sterpi, Massimo Corbo
, Giordano Lanzola, Silvana Quaglini, Lucia Sacchi
:
NONCADO: A System to Prevent Falls by Encouraging Healthy Habits in Elderly People. AIME 2019: 227-232 - [c52]Arianna Dagliati
, Nophar Geifman
, Niels Peek, John H. Holmes, Lucia Sacchi
, Seyed Erfan Sajjadi, Allan Tucker:
Inferring Temporal Phenotypes with Topological Data Analysis and Pseudo Time-Series. AIME 2019: 399-409 - [c51]Roberto Gatta
, Mauro Vallati
, Carlos Fernández-Llatas
, Antonio Martinez-Millana, Stefania Orini
, Lucia Sacchi, Jacopo Lenkowicz
, Mar Marcos
, Jorge Munoz-Gama
, Michel A. Cuendet
, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini
, Maurizio Castellano
:
Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. Business Process Management Workshops 2019: 545-556 - [c50]Leila Yousefi, Stephen Swift, Mahir Arzoky, Lucia Sacchi
, Luca Chiovato
, Allan Tucker:
Opening the Black Box: Exploring Temporal Pattern of Type 2 Diabetes Complications in Patient Clustering Using Association Rules and Hidden Variable Discovery. CBMS 2019: 198-203 - [c49]Joyce Pebesma, Antonio Martinez-Millana, Lucia Sacchi, Carlos Fernández-Llatas
, Pasquale De Cata
, Luca Chiovato
, Riccardo Bellazzi
, Vicente Traver:
Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining. EMBC 2019: 341-344 - [c48]Lorenzo Chiudinelli
, Matteo Gabetta, G. Centorrino, Natalia Viani, Cristina Tasca, Alberto Zambelli
, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Carlo Tondini, Riccardo Bellazzi
, Lucia Sacchi
:
Ontology-Driven Real World Evidence Extraction from Clinical Narratives. MedInfo 2019: 1441-1442 - [c47]Elisa Salvi, Giordano Lanzola, Silvana Quaglini, Silvia Panzarasa, Riccardo Bagarotti, Laura Rodi, Cristiana Larizza
, Lucia Sacchi:
Permutation Entropy Applied to Fitbit Data: Long-Term Sleep Analysis on One Healthy Subject. pHealth 2019: 156-161 - 2018
- [j22]Annette ten Teije
, Christian Popow, John H. Holmes, Lucia Sacchi
:
Preface: AIME 2017. Artif. Intell. Medicine 91: 1-2 (2018) - [j21]Arianna Dagliati, Valentina Tibollo, Lucia Sacchi, Alberto Malovini, Ivan Limongelli, Matteo Gabetta, Carlo Napolitano, Andrea Mazzanti
, Pasquale De Cata, Luca Chiovato, Silvia G. Priori, Riccardo Bellazzi:
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective. Frontiers Digit. Humanit. 5: 8 (2018) - [j20]Natalia Viani, Cristiana Larizza
, Valentina Tibollo
, Carlo Napolitano
, Silvia G. Priori, Riccardo Bellazzi
, Lucia Sacchi
:
Information extraction from Italian medical reports: An ontology-driven approach. Int. J. Medical Informatics 111: 140-148 (2018) - [j19]Arianna Dagliati
, Lucia Sacchi
, Valentina Tibollo
, Giulia Cogni
, Marsida Teliti, Antonio Martinez-Millana
, Vicente Traver, Daniele Segagni, Jorge Posada, Manuel Ottaviano
, Giuseppe Fico
, María Teresa Arredondo
, Pasquale De Cata
, Luca Chiovato
, Riccardo Bellazzi
:
A dashboard-based system for supporting diabetes care. J. Am. Medical Informatics Assoc. 25(5): 538-547 (2018) - [j18]Kalia Orphanou
, Arianna Dagliati
, Lucia Sacchi
, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi
:
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis. J. Biomed. Informatics 81: 74-82 (2018) - [j17]Enea Parimbelli, Simone Marini
, Lucia Sacchi
, Riccardo Bellazzi
:
Patient similarity for precision medicine: A systematic review. J. Biomed. Informatics 83: 87-96 (2018) - [c46]Leila Yousefi, Stephen Swift, Mahir Arzoky, Lucia Sacchi, Luca Chiovato
, Allan Tucker:
Opening the Black Box: Discovering and Explaining Hidden Variables in Type 2 Diabetic Patient Modelling. BIBM 2018: 1040-1044 - [c45]Leila Yousefi, Allan Tucker, Mashael Al-Luhaybi, Lucia Sacchi, Riccardo Bellazzi
, Luca Chiovato
:
Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks. CBMS 2018: 106-111 - [c44]Elisa Salvi, Lucia Sacchi
, Alexandra Madè, Valeria Calcaterra
, Riccardo Bellazzi
, Cristiana Larizza
:
AID-GM: An Advanced System Supporting Continuous Monitoring of T1DM Patients. MIE 2018: 616-620 - [c43]Natalia Viani, Lorenzo Chiudinelli
, Cristina Tasca, Alberto Zambelli
, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Lucia Sacchi
, Carlo Tondini, Riccardo Bellazzi
:
Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data. MIE 2018: 715-719 - [c42]Riccardo Bagarotti, Elisa Maria Zini, Elisa Salvi, Lucia Sacchi
, Silvana Quaglini, Giordano Lanzola:
An Algorithm for Estimating Gait Parameters Through a Commercial Sensorized Carpet. RTSI 2018: 1-6 - 2017
- [j16]John H. Holmes, Lucia Sacchi
, Riccardo Bellazzi
, Niels Peek:
Artificial Intelligence in Medicine AIME 2015. Artif. Intell. Medicine 81: 1-2 (2017) - [j15]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) - [j14]Arianna Dagliati
, Lucia Sacchi
, Alberto Zambelli
, Valentina Tibollo
, L. Pavesi, John H. Holmes, Riccardo Bellazzi
:
Temporal electronic phenotyping by mining careflows of breast cancer patients. J. Biomed. Informatics 66: 136-147 (2017) - [j13]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) - [c41]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 - [c40]Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard
, Carlo Napolitano
, Silvia G. Priori, Riccardo Bellazzi
, Lucia Sacchi
, Guergana K. Savova:
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. AIME 2017: 198-202 - [c39]Roberto Gatta
, Jacopo Lenkowicz
, Mauro Vallati
, Eric Rojas
, Andrea Damiani
, Lucia Sacchi
, Berardino De Bari
, Arianna Dagliati
, Carlos Fernández-Llatas
, Matteo Montesi, Antonio Marchetti, Maurizio Castellano
, Vincenzo Valentini
:
pMineR: An Innovative R Library for Performing Process Mining in Medicine. AIME 2017: 351-355 - [c38]Elisa Salvi, Enea Parimbelli, Gladys Emalieu, Silvana Quaglini, Lucia Sacchi
:
A Platform for Targeting Cost-Utility Analyses to Specific Populations. AIME 2017: 361-365 - [c37]Leila Yousefi, Lucia Sacchi, Riccardo Bellazzi
, Luca Chiovato
, Allan Tucker:
Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables. CBMS 2017: 205-206 - [c36]Roberto Gatta, Mauro Vallati
, Jacopo Lenkowicz
, Eric Rojas
, Andrea Damiani
, Lucia Sacchi
, Berardino De Bari
, Arianna Dagliati
, Carlos Fernández-Llatas
, Matteo Montesi, Antonio Marchetti, Maurizio Castellano
, Vincenzo Valentini
:
Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR. K-CAP 2017: 36:1-36:4 - [c35]Lilian Mie Mukai Cintho, Diego Garcia, Bruno Henrique da Silva Santos, Lucia Sacchi
, Silvana Quaglini, Claudia Maria Cabral Moro
:
Exploiting Temporal Constraints of Clinical Guidelines by Applying OpenEHR Archetypes. MedInfo 2017: 1322 - [c34]Natalia Viani, Lucia Sacchi
, Valentina Tibollo
, Carlo Napolitano
, Silvia G. Priori, Riccardo Bellazzi
:
Clinical timelines development from textual medical reports in Italian. RTSI 2017: 1-5 - [e2]Annette ten Teije, Christian Popow, John H. Holmes, Lucia Sacchi:
Artificial Intelligence in Medicine - 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings. Lecture Notes in Computer Science 10259, Springer 2017, ISBN 978-3-319-59757-7 [contents] - 2016
- [c33]Arianna Dagliati, Alberto Malovini, Pasquale De Cata, Giulia Cogni, Marsida Teliti, Lucia Sacchi, Carlo Cerra, Luca Chiovato, Riccardo Bellazzi:
Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients. AMIA 2016 - [c32]Natalia Viani, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi:
Information Extraction from Italian medical reports: first steps towards clinical timelines development. AMIA 2016 - [c31]Simone Marini, Arianna Dagliati, Lucia Sacchi, Riccardo Bellazzi:
Learning T2D Evolving Complexity from EMR and Administrative Data by Means of Continuous Time Bayesian Networks. HEALTHINF 2016: 338-344 - [c30]Kalia Orphanou
, Arianna Dagliati
, Lucia Sacchi
, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi
:
Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis. ICHI 2016: 81-92 - [c29]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
- [j12]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) - [j11]Lucia Sacchi
, Davide Capozzi, Riccardo Bellazzi
, Cristiana Larizza
:
JTSA: An open source framework for time series abstractions. Comput. Methods Programs Biomed. 121(3): 175-188 (2015) - [c28]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 - [c27]Lucia Sacchi
, Arianna Dagliati
, Valentina Tibollo
, Paola Leporati, Pasquale De Cata
, Carlo Cerra, Luca Chiovato
, Riccardo Bellazzi
:
Template for preparation of papers for IEEE sponsored conferences & symposia. EMBC 2015: 2123-2126 - [c26]Lucia Sacchi
, Arianna Dagliati
, Daniele Segagni, Paola Leporati, Luca Chiovato
, Riccardo Bellazzi
:
Improving risk-stratification of Diabetes complications using temporal data mining. EMBC 2015: 2131-2134 - [c25]Antonio Martinez-Millana
, Carlos Fernández-Llatas
, Lucia Sacchi
, Daniele Segagni, Sergio Guillén
, Riccardo Bellazzi
, Vicente Traver:
From data to the decision: A software architecture to integrate predictive modelling in clinical settings. EMBC 2015: 8161-8164 - [c24]Daniele Segagni, Lucia Sacchi
, Arianna Dagliati
, Valentina Tibollo
, Paola Leporati, Pasquale De Cata
, Luca Chiovato
, Riccardo Bellazzi
:
Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data. MedInfo 2015: 682-686 - [c23]Paolo Federico
, Jürgen Unger, Albert Amor-Amoros, Lucia Sacchi, Denis Klimov, Silvia Miksch
:
Gnaeus: Utilizing Clinical Guidelines for Knowledge-assisted Visualisation of EHR Cohorts. EuroVA@EuroVis 2015: 79-83 - [e1]John H. Holmes, Riccardo Bellazzi
, Lucia Sacchi
, Niels Peek:
Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. Lecture Notes in Computer Science 9105, Springer 2015, ISBN 978-3-319-19550-6 [contents] - 2014
- [j10]Lucia Sacchi
, Allan Tucker
, Steve Counsell, David Garway-Heath
, Stephen Swift
:
Improving predictive models of glaucoma severity by incorporating quality indicators. Artif. Intell. Medicine 60(2): 103-112 (2014) - [j9]Paolo Cremaschi
, Sergio Rovida, Lucia Sacchi
, Antonella Lisa
, Francesca Calvi, Alessandra Montecucco, Giuseppe Biamonti
, Silvia Bione
, Gianni Sacchi:
CorrelaGenes: a new tool for the interpretation of the human transcriptome. BMC Bioinform. 15(S-1): S6 (2014) - [c22]Arianna Dagliati
, Lucia Sacchi
, Carlo Cerra, Paola Leporati, Pasquale De Cata
, Luca Chiovato
, John H. Holmes, Riccardo Bellazzi
:
Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients. BHI 2014: 240-243 - [c21]Arianna Dagliati
, Lucia Sacchi
, Mauro Bucalo, Daniele Segagni, Konstantia Zarkogianni, Antonio Martinez-Millana
, Jorge Cancela, Francesco Sambo, Giuseppe Fico
, Maria Teresa Meneu Barreira, Carlo Cerra, Konstantina S. Nikita
, Claudio Cobelli, Luca Chiovato
, María Teresa Arredondo
, Riccardo Bellazzi
:
A data gathering framework to collect Type 2 diabetes patients data. BHI 2014: 244-247 - [c20]Carlos Fernández-Llatas
, Lucia Sacchi
, José-Miguel Benedí, Arianna Dagliati
, Vicente Traver, Riccardo Bellazzi
:
Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series. BHI 2014: 785-788 - [c19]Liss Hernández, Jorge Onieva, Giuseppe Fico
, Jorge Cancela, Arianna Dagliati
, Mauro Bucalo, Lucia Sacchi
, Riccardo Bellazzi
, María Teresa Arredondo
:
A proposal of architecture to share patients data out of healthcare settings for research purposes. BHI 2014: 789-792 - [c18]Erez Shalom, Yuval Shahar
, Ayelet Goldstein, Elior Ariel, Silvana Quaglini, Lucia Sacchi
, Nick Lik San Fung, Valerie M. Jones, Tom H. F. Broens, Gema García-Sáez
, M. Elena Hernando
:
Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application. Business Process Management Workshops 2014: 53-58 - 2013
- [c17]Lucia Sacchi
, Carla Rognoni
, Stefania Rubrichi
, Silvia Panzarasa, Silvana Quaglini:
From Decision to Shared-Decision: Introducing Patients' Preferences in Clinical Decision Analysis - A Case Study in Thromboembolic Risk Prevention. AIME 2013: 1-10 - [c16]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 - [c15]Lucia Sacchi, Daniele Segagni, Arianna Dagliati, Alberto Zambelli, Riccardo Bellazzi:
Mining Careflow Patterns in data warehouses of breast cancer patients. AMIA 2013 - [c14]Lucia Sacchi
, Adi Fux, Carlo Napolitano
, Silvia Panzarasa, Mor Peleg
, Silvana Quaglini, Erez Shalom, Pnina Soffer, Paolo Tormene:
Patient-tailored Workflow Patterns from Clinical Practice Guidelines Recommendations. MedInfo 2013: 392-396 - 2012
- [j8]Riccardo Bellazzi
, Lucia Sacchi
, Ezio Caffi, Amedeo de Vincenzi, Maurizio Nai, Francesco Manicone, Cristiana Larizza
, Roberto Bellazzi:
Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience. Int. J. Medical Informatics 81(5): 320-331 (2012) - 2011
- [j7]Riccardo Bellazzi
, Fulvia Ferrazzi
, Lucia Sacchi
:
Predictive data mining in clinical medicine: a focus on selected methods and applications. WIREs Data Mining Knowl. Discov. 1(5): 416-430 (2011) - 2010
- [c13]Silvia Panzarasa, Silvana Quaglini, Lucia Sacchi
, Anna Cavallini
, Giuseppe Micieli
, Mario Stefanelli:
Data mining techniques for analyzing stroke care processes. MedInfo 2010: 939-943 - [c12]Lucia Sacchi
, Giuseppe D'Ancona, Federico Bertuzzi, Riccardo Bellazzi
:
Temporal Clustering for Blood Glucose Analysis in the ICU: Identification of Groups of Patients with Different Risk Profile. MedInfo 2010: 1150-1154
2000 – 2009
- 2009
- [c11]Stefano Concaro, Lucia Sacchi
, Carlo Cerra, Pietro Fratino, Riccardo Bellazzi
:
Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use. AIME 2009: 16-25 - [c10]Paloma Chausa, César Cáceres
, Lucia Sacchi
, Agathe León, Felipe García, Riccardo Bellazzi
, Enrique J. Gómez:
Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up. AIME 2009: 56-60 - [c9]Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht:
A Temporal Abstraction Framework for Classifying Clinical Temporal Data. AMIA 2009 - [c8]Stefano Concaro, Lucia Sacchi, Carlo Cerra, Mario Stefanelli, Pietro Fratino, Riccardo Bellazzi:
Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment. AMIA 2009 - [c7]Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht:
Multivariate Time Series Classification with Temporal Abstractions. FLAIRS 2009 - [c6]Stefano Concaro, Lucia Sacchi
, Carlo Cerra, Riccardo Bellazzi
:
Mining Administrative and Clinical Diabetes Data with Temporal Association Rules. MIE 2009: 574-578 - 2008
- [j6]Paolo Magni
, Fulvia Ferrazzi
, Lucia Sacchi
, Riccardo Bellazzi
:
TimeClust: a clustering tool for gene expression time series. Bioinform. 24(3): 430-432 (2008) - 2007
- [j5]Marion Verduijn, Lucia Sacchi
, Niels Peek, Riccardo Bellazzi
, Evert de Jonge, Bas A. de Mol:
Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data. Artif. Intell. Medicine 41(1): 1-12 (2007) - [j4]Lucia Sacchi
, Cristiana Larizza
, Carlo Combi
, Riccardo Bellazzi
:
Data mining with Temporal Abstractions: learning rules from time series. Data Min. Knowl. Discov. 15(2): 217-247 (2007) - [j3]Fulvia Ferrazzi
, Paolo Magni
, Lucia Sacchi
, Angelo Nuzzo, Uros Petrovic
, Riccardo Bellazzi
:
Inferring gene regulatory networks by integrating static and dynamic data. Int. J. Medical Informatics 76(S3): S462-S475 (2007) - [j2]Lucia Sacchi
, Cristiana Larizza
, Paolo Magni
, Riccardo Bellazzi
:
Precedence Temporal Networks to represent temporal relationships in gene expression data. J. Biomed. Informatics 40(6): 761-774 (2007) - 2006
- [c5]Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Riccardo Bellazzi:
Inferring gene expression networks via static and dynamic data integration. MIE 2006: 119-124 - 2005
- [j1]Lucia Sacchi
, Riccardo Bellazzi
, Cristiana Larizza
, Paolo Magni
, Tomaz Curk
, Uros Petrovic
, Blaz Zupan
:
TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions. Int. J. Medical Informatics 74(7-8): 505-517 (2005) - [c4]Lucia Sacchi, Riccardo Bellazzi
, Cristiana Larizza
, Riccardo Porreca, Paolo Magni:
Learning Rules with Complex Temporal Patterns in Biomedical Domains. AIME 2005: 23-32 - [c3]Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol:
Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. AMIA 2005 - [c2]Lucia Sacchi, Riccardo Bellazzi
, Riccardo Porreca, Cristiana Larizza, Paolo Magni:
Precedence Temporal Networks from Gene Expression Data. CBMS 2005: 109-114 - 2004
- [c1]Lucia Sacchi
, Riccardo Bellazzi
, Cristiana Larizza
, Paolo Magni
, Tomaz Curk
, Uros Petrovic
, Blaz Zupan
:
Clustering gene expression data with Temporal Abstractions. MedInfo 2004: 798-802
Coauthor Index
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