Lucia Sacchi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 57

Top Topics

Clinical Guidelines

Cancer Patients

Bayes Classifiers

Top Venues

J. Biomed. Informatics

Artif. Intell. Medicine

Publications

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 (2024)
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 (2024)
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 (2022)
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)
Lucia Sacchi, Nicole Veggiotti, Emanuele Girani, Valentina Tibollo, Silvana Quaglini
Personalising Symptoms Reporting in Telemonitoring Applications for Cancer Patients. MIE (2022)
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)
Marco Cotogni, Lucia Sacchi, Dejan Georgiev, Aleksander Sadikov
Detection of Parkinson's Disease Early Progressors Using Routine Clinical Predictors. AIME (2021)
Alessia Gerbasi, Vida Groznik, Dejan Georgiev, Lucia Sacchi, Aleksander Sadikov
Detecting Mild Cognitive Impairment Using Smooth Pursuit and a Modified Corsi Task. AIME (2021)
Nicole Veggiotti, Lucia Sacchi, Mor Peleg
Enhancing the IDEAS Framework with Ontology: Designing Digital Interventions for Improving Cancer Patients' Wellbeing. AMIA (2021)
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)
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)
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)
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 (2020)
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 (2020)
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)
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)
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) (2020)
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)
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 (2020)
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)
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)
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)
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) (2019)
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)
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)
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)
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)
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)
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)
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 (2018)
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)
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)
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 (2018)
Enea Parimbelli, Simone Marini, Lucia Sacchi, Riccardo Bellazzi
Patient similarity for precision medicine: A systematic review. J. Biomed. Informatics 83 (2018)
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)
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)
Annette ten Teije, Christian Popow, John H. Holmes, Lucia Sacchi
Preface: AIME 2017. Artif. Intell. Medicine 91 (2018)
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) (2018)
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)
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 (2018)
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)
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)
Natalia Viani, Lucia Sacchi, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
Clinical timelines development from textual medical reports in Italian. RTSI (2017)
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 (2017)
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)
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)
Elisa Salvi, Enea Parimbelli, Gladys Emalieu, Silvana Quaglini, Lucia Sacchi
A Platform for Targeting Cost-Utility Analyses to Specific Populations. AIME (2017)
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 (2017)
Leila Yousefi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato, Allan Tucker
Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables. CBMS (2017)
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) (2017)
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)
John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Niels Peek
Artificial Intelligence in Medicine AIME 2015. Artif. Intell. Medicine 81 (2017)
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)
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)
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)
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)
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)
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) (2015)
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)
Lucia Sacchi, Davide Capozzi, Riccardo Bellazzi, Cristiana Larizza
JTSA: An open source framework for time series abstractions. Comput. Methods Programs Biomed. 121 (3) (2015)
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)
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)
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)
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)
Lucia Sacchi, Arianna Dagliati, Daniele Segagni, Paola Leporati, Luca Chiovato, Riccardo Bellazzi
Improving risk-stratification of Diabetes complications using temporal data mining. EMBC (2015)
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)
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)
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)
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) (2014)
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)
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) (2014)
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)
Lucia Sacchi, Daniele Segagni, Arianna Dagliati, Alberto Zambelli, Riccardo Bellazzi
Mining Careflow Patterns in data warehouses of breast cancer patients. AMIA (2013)
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)
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)
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)
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) (2012)
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) (2011)
Silvia Panzarasa, Silvana Quaglini, Lucia Sacchi, Anna Cavallini, Giuseppe Micieli, Mario Stefanelli
Data mining techniques for analyzing stroke care processes. MedInfo (2010)
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)
Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht
A Temporal Abstraction Framework for Classifying Clinical Temporal Data. AMIA (2009)
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)
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)
Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht
Multivariate Time Series Classification with Temporal Abstractions. FLAIRS Conference (2009)
Stefano Concaro, Lucia Sacchi, Carlo Cerra, Riccardo Bellazzi
Mining Administrative and Clinical Diabetes Data with Temporal Association Rules. MIE (2009)
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)
Paolo Magni, Fulvia Ferrazzi, Lucia Sacchi, Riccardo Bellazzi
TimeClust: a clustering tool for gene expression time series. Bioinform. 24 (3) (2008)
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) (2007)
Lucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi
Data mining with Temporal Abstractions: learning rules from time series. Data Min. Knowl. Discov. 15 (2) (2007)
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) (2007)
Lucia Sacchi, Cristiana Larizza, Paolo Magni, Riccardo Bellazzi
Precedence Temporal Networks to represent temporal relationships in gene expression data. J. Biomed. Informatics 40 (6) (2007)
Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Riccardo Bellazzi
Inferring gene expression networks via static and dynamic data integration. MIE (2006)
Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni
Learning Rules with Complex Temporal Patterns in Biomedical Domains. AIME (2005)
Lucia Sacchi, Riccardo Bellazzi, Riccardo Porreca, Cristiana Larizza, Paolo Magni
Precedence Temporal Networks from Gene Expression Data. CBMS (2005)
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) (2005)
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)
Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan
Clustering gene expression data with Temporal Abstractions. MedInfo (2004)