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ORCIDStefania Montani
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- affiliation: University of Eastern Piedmont, Alessandria, Italy
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2020 – today
- 2024
[c88]Giorgio Leonardi
, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Strozzi:
Towards an educational tool for supporting neonatologists in the delivery room. ICIEI 2024- [i4]Giorgio Leonardi, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Martina Strozzi:
Towards an educational tool for supporting neonatologists in the delivery room. CoRR abs/2403.06843 (2024) - [i3]Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani:
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring. CoRR abs/2403.08836 (2024) - [i2]Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale:
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. CoRR abs/2407.00142 (2024) - 2023
- [j55]Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani:
Towards Action-State Process Model Discovery. Data 8(8): 130 (2023) - [c87]Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani:
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring. HC@AIxIA 2023: 18-30 - [c86]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Improving Stroke Trace Classification Explainability Through Counterexamples. AIME 2023: 125-129 - [c85]Massimo Canonico, Stefania Montani, Manuel Striani:
NRTS: A Client-Server Architecture for Supporting Education in a Neonatal Resuscitation Simulation Scenario. EFMI-STC 2023: 97-98 - [c84]Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani:
Applying the SIM Tool in Clinical Practice: a Case Study in Neonatal Resuscitation Simulation. KES 2023: 2067-2075 - 2022
- [j54]Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani:
Integrating ISA and Part-of Domain Knowledge into Process Model Discovery. Future Internet 14(12): 357 (2022) - [j53]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Explainable process trace classification: An application to stroke. J. Biomed. Informatics 126: 103981 (2022) - [j52]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Novel deep learning architectures for haemodialysis time series classification. Int. J. Knowl. Based Intell. Eng. Syst. 26(2): 91-99 (2022) - [c83]Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani:
AS-SIM: An Approach to Action-State Process Model Discovery. ISMIS 2022: 336-345 - 2021
- [c82]Giorgio Leonardi, Stefania Montani, Manuel Striani:
An Inception-Based Architecture for Haemodialysis Time Series Classification. AIAI Workshops 2021: 194-203 - 2020
- [c81]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis. FLAIRS 2020: 417-421 - [c80]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Process Trace Classification for Stroke Management Quality Assessment. ICCBR 2020: 49-63
2010 – 2019
- 2019
- [c79]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Deep Learning for Haemodialysis Time Series Classification. KR4HC/ProHealth/TEAAM@AIME 2019: 50-64 - [c78]Miltos Petridis, Mirjam Minor, Stefania Montani, Odd Erik Gundersen:
Workshop preface. ICCBR Workshops 2019: 61-62 - [c77]Isabelle Bichindaritz, Stefania Montani:
Workshop preface. ICCBR Workshops 2019: 85-86 - [p5]Giorgio Leonardi, Stefania Montani, Luigi Portinale, Silvana Quaglini, Manuel Striani:
Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining. Innovations in Big Data Mining and Embedded Knowledge 2019: 117-136 - [e4]Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga:
Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11326, Springer 2019, ISBN 978-3-030-12737-4 [contents] - 2018
- [j51]Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Interactive mining and retrieval from process traces. Expert Syst. Appl. 110: 62-79 (2018) - [j50]Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani:
Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison. J. Biomed. Informatics 83: 10-24 (2018) - [c76]Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani:
From Semantically Abstracted Traces to Process Mining and Process Model Comparison. AI*IA 2018: 47-59 - [e3]Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga:
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), co-located with AAMAS 2018, ICML 2018, IJCAI 2018 and ICCBR 2018, Stockholm, Sweden, July 13-14, 2018. CEUR Workshop Proceedings 2142, CEUR-WS.org 2018 [contents] - 2017
- [j49]Massimo Canonico, Stefania Montani, Manuel Striani:
A telemedicine support for improving medical emergency management. EAI Endorsed Trans. Ambient Syst. 4(16): e2 (2017) - [j48]Stefania Montani, Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini:
Multi-level abstraction for trace comparison and process discovery. Expert Syst. Appl. 81: 398-409 (2017) - [j47]Massimo Canonico, Stefania Montani, Diego Gazzolo, Mariachiara Strozzi, Manuel Striani:
TEEM: Technology-Enhanced Emergency Management for Supporting Data Communication During Patient Transportation. Int. J. Mob. Comput. Multim. Commun. 8(4): 49-65 (2017) - [c75]Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Multi-level Interactive Medical Process Mining. AIME 2017: 256-260 - [c74]Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi:
Knowledge-Based Trace Abstraction for Semantic Process Mining. AIME 2017: 267-271 - [c73]Isabelle Bichindaritz, Cindy Marling, Stefania Montani:
Recent Themes in Case-Based Reasoning and Knowledge Discovery. FLAIRS 2017: 499-502 - [c72]Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi:
Semantic Trace Comparison at Multiple Levels of Abstraction. ICCBR 2017: 212-226 - [c71]Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani:
Towards Semantic Process Mining Through Knowledge-Based Trace Abstraction. SIMPDA (Revised Selected Papers) 2017: 45-64 - [c70]Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi:
Towards semantic process mining through knowledge-based trace abstraction. SIMPDA 2017: 98-112 - 2016
- [j46]Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Trace retrieval for business process operational support. Expert Syst. Appl. 55: 212-221 (2016) - [c69]Massimo Canonico, Stefania Montani, Manuel Striani:
TEEM: A Mobile App for Technology-Enhanced Emergency Management. HealthyIoT 2016: 101-106 - [c68]Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
A Context-aware Miner for Medical Processes. ICCBR Workshops 2016: 192-201 - 2015
- [j45]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani:
A time series retrieval tool for sub-series matching. Appl. Intell. 43(1): 132-149 (2015) - [j44]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
A knowledge-intensive approach to process similarity calculation. Expert Syst. Appl. 42(9): 4207-4215 (2015) - [c67]Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Trace Retrieval as a Tool for Operational Support in Medical Process Management. ICCBR (Workshops) 2015: 165-174 - [c66]Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives. ICTAI 2015: 310-316 - [p4]Luca Anselma, Alessio Bottrighi, Laura Giordano, Arjen Hommersom, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio:
A Hybrid Approach to the Verification of Computer Interpretable Guidelines. Foundations of Biomedical Knowledge Representation 2015: 287-315 - 2014
- [j43]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
Improving structural medical process comparison by exploiting domain knowledge and mined information. Artif. Intell. Medicine 62(1): 33-45 (2014) - [j42]Isabelle Bichindaritz, Cindy Marling, Stefania Montani:
Preface for the special section on case-based reasoning in the health sciences. Expert Syst. Appl. 41(2): 247-248 (2014) - [j41]Cindy Marling, Stefania Montani, Isabelle Bichindaritz, Peter Funk:
Synergistic case-based reasoning in medical domains. Expert Syst. Appl. 41(2): 249-259 (2014) - [j40]Mirjam Minor, Stefania Montani, Juan A. Recio-García:
Process-oriented case-based reasoning. Inf. Syst. 40: 103-105 (2014) - [j39]Stefania Montani, Giorgio Leonardi:
Retrieval and clustering for supporting business process adjustment and analysis. Inf. Syst. 40: 128-141 (2014) - [c65]Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luca Piovesan, Luigi Portinale, Stefania Rubrichi, Matteo Spiotta, Daniele Theseider Dupré:
Advances in the GINSENG Project. ICHI 2014: 368 - [c64]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
Knowledge-Intensive Medical Process Similarity. KR4HC@VSL 2014: 1-13 - 2013
- [j38]Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco:
Flexible case-based retrieval for comparative genomics. Appl. Intell. 39(1): 144-152 (2013) - [j37]Alessio Bottrighi, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio:
Supporting a distributed execution of clinical guidelines. Comput. Methods Programs Biomed. 112(1): 200-210 (2013) - [j36]Luca Anselma, Alessio Bottrighi, Stefania Montani, Paolo Terenziani:
Managing proposals and evaluations of updates to medical knowledge: Theory and applications. J. Biomed. Informatics 46(2): 363-376 (2013) - [j35]Luca Anselma, Alessio Bottrighi, Stefania Montani, Paolo Terenziani:
Extending BCDM to Cope with Proposals and Evaluations of Updates. IEEE Trans. Knowl. Data Eng. 25(3): 556-570 (2013) - [j34]Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani:
Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series. IEEE Trans. Knowl. Data Eng. 25(3): 677-689 (2013) - [c63]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Alessandro Baudi:
Improving Process Model Retrieval by Accounting for Gateway Nodes: an Ongoing Work. AIBP@AI*IA 2013: 31-40 - [c62]Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luigi Portinale, Daniele Theseider Dupré:
Towards a Second Generation of Computer Interpretable Guidelines. DATA 2013: 199-205 - [c61]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
Mining and Retrieving Medical Processes to Assess the Quality of Care. ICCBR 2013: 233-240 - [e2]Laura Giordano, Stefania Montani, Daniele Theseider Dupré:
Proceedings of the Workshop AI Meets Business Processes 2013 co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), Turin, Italy, December 6, 2013. CEUR Workshop Proceedings 1101, CEUR-WS.org 2013 [contents] - 2012
- [j33]Isabelle Bichindaritz, Stefania Montani:
Report on the Eighteenth International Conference on Case-Based Reasoning. AI Mag. 33(1): 79-82 (2012) - [j32]Andrea Bobbio, Maria Pia Fanti, Stefania Montani:
Special section: Dependable system modelling and analysis. Eng. Appl. Artif. Intell. 25(4): 669-670 (2012) - [j31]Daniele Codetta Raiteri, Andrea Bobbio, Stefania Montani, Luigi Portinale:
A dynamic Bayesian network based framework to evaluate cascading effects in a power grid. Eng. Appl. Artif. Intell. 25(4): 683-697 (2012) - [c60]Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani:
Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC 2012: 154-167 - [c59]Stefania Montani, Giorgio Leonardi:
Retrieval and Clustering for Business Process Monitoring: Results and Improvements. ICCBR 2012: 269-283 - [i1]Andrea Bobbio, Stefania Montani, Luigi Portinale:
Parametric Dependability Analysis through Probabilistic Horn Abduction. CoRR abs/1212.2446 (2012) - 2011
- [j30]Isabelle Bichindaritz, Stefania Montani:
Advances in case-based reasoning in the health sciences. Artif. Intell. Medicine 51(2): 75-79 (2011) - [j29]Stefania Montani:
How to use contextual knowledge in medical case-based reasoning systems: A survey on very recent trends. Artif. Intell. Medicine 51(2): 125-131 (2011) - [j28]Luca Anselma, Alessio Bottrighi, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio:
Supporting Knowledge-Based Decision Making in the Medical Context: The GLARE Approach. Int. J. Knowl. Based Organ. 1(1): 42-60 (2011) - [j27]Paola Bonfante, Francesca Cordero, Stefano Ghignone, Dino Ienco, Luisa Lanfranco, Giorgio Leonardi, Rosa Meo, Stefania Montani, Luca Roversi, Alessia Visconti:
A Modular Database Architecture Enabled to Comparative Sequence Analysis. Trans. Large Scale Data Knowl. Centered Syst. 4: 124-147 (2011) - [c58]Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Paolo Terenziani:
Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. Business Process Management Workshops (2) 2011: 200-211 - [c57]Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco:
Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. ICTAI 2011: 17-24 - 2010
- [j26]Stefania Montani:
Prototype-based management of business process exception cases. Appl. Intell. 33(3): 278-290 (2010) - [j25]Alessio Bottrighi, Laura Giordano, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio:
Adopting model checking techniques for clinical guidelines verification. Artif. Intell. Medicine 48(1): 1-19 (2010) - [j24]Luigi Portinale, Daniele Codetta Raiteri, Stefania Montani:
Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. Int. J. Approx. Reason. 51(2): 179-195 (2010) - [c56]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani:
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR 2010: 36-50 - [c55]Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco:
Flexible Genome Retrieval for Supporting In-Silico Studies of Endobacteria-AMFs. E-HEALTH 2010: 138-147 - [c54]Stefania Montani, Giorgio Leonardi:
A Case-Based Approach to Business Process Monitoring. IFIP AI 2010: 101-110 - [c53]Stefania Montani:
Case-Based Decision Support in Time Dependent Medical Domains. IFIP AI 2010: 238-242 - [c52]Alessio Bottrighi, Mauro Torchio, Stefania Montani, Gianpaolo Molino, Paolo Terenziani:
Supporting Human Interaction and Human Resources Coordination in Distributed Clinical Guidelines. MedInfo 2010: 319-323 - [e1]Isabelle Bichindaritz, Stefania Montani:
Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria, Italy, July 19-22, 2010. Proceedings. Lecture Notes in Computer Science 6176, Springer 2010, ISBN 978-3-642-14273-4 [contents]
2000 – 2009
- 2009
- [j23]Isabelle Bichindaritz, Stefania Montani:
Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences. Comput. Intell. 25(3): 161-164 (2009) - [j22]Stefania Montani:
Case-Based Reasoning for Managing Noncompliance with Clinical Guidelines. Comput. Intell. 25(3): 196-213 (2009) - [j21]Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale:
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Comput. Intell. 25(3): 235-249 (2009) - [j20]Luca Anselma, Stefania Montani, Paolo Terenziani:
An intensional approach to qualitative and quantitative periodicity-dependent temporal constraints. Int. J. Intell. Syst. 24(8): 902-918 (2009) - [c51]Marco Beccuti, Alessio Bottrighi, Giuliana Franceschinis, Stefania Montani, Paolo Terenziani:
Modeling Clinical Guidelines through Petri Nets. AIME 2009: 61-70 - [c50]Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani:
Analysis of the GLARE and GPROVE Approaches to Clinical Guidelines. KR4HC 2009: 76-87 - [c49]Alessio Bottrighi, Federico Chesani, Paola Mello, Gianpaolo Molino, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani, Mauro Torchio:
A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. AIME 2009: 91-95 - [c48]Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale, Paolo Terenziani:
Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features. ICCBR 2009: 225-239 - [c47]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale:
Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases. ICTAI 2009: 269-275 - 2008
- [j19]Stefania Montani, Cosimo Anglano:
Achieving self-healing in service delivery software systems by means of case-based reasoning. Appl. Intell. 28(2): 139-152 (2008) - [j18]Isabelle Bichindaritz, Stefania Montani, Luigi Portinale:
Special issue on case-based reasoning in the health sciences. Appl. Intell. 28(3): 207-209 (2008) - [j17]Stefania Montani:
Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support. Appl. Intell. 28(3): 275-285 (2008) - [j16]Stefania Montani, Hichem Boudali:
Special session on Bayesian networks in dependability. Reliab. Eng. Syst. Saf. 93(7): 921 (2008) - [j15]Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri:
Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks. Reliab. Eng. Syst. Saf. 93(7): 922-932 (2008) - [c46]Isabelle Bichindaritz, Stefania Montani:
Preface: CBR in the Health Sciences. ECCBR Workshops 2008: 55-56 - [c45]Stefania Montani:
How to Use Contextual Knowledge in Medical CBR Systems: a Survey on Very Recent Trends. ECCBR Workshops 2008: 79-88 - [c44]Luigi Portinale, Stefania Montani:
A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. ICTAI (2) 2008: 241-245 - [c43]Giorgio Leonardi, Alessio Bottrighi, Stefania Montani, Luigi Portinale:
Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR. ICDM (Posters and Workshops) 2008: 154-168 - [p3]Luca Anselma, Stefania Montani:
Planning: Supporting and Optimizing Clinical Guidelines Execution. Computer-based Medical Guidelines and Protocols 2008: 101-120 - [p2]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio:
Applying Artificial Intelligence to Clinical Guidelines: the GLARE Approach. Computer-based Medical Guidelines and Protocols 2008: 273-282 - 2007
- [c42]Paolo Terenziani, Luca Anselma, Alessio Bottrighi, Laura Giordano, Stefania Montani:
Automatic Checking of the Correctness of Clinical Guidelines in GLARE. MedInfo 2007: 807-811 - [c41]Stefania Montani, Paolo Terenziani, Alessio Bottrighi:
Supporting Therapy Selection in Computerized Clinical Guidelines by Means of Decision Theory. MedInfo 2007: 855-860 - [c40]Luca Anselma, Paolo Terenziani, Stefania Montani, Alessio Bottrighi:
Automatic Treatment of Temporal Issues in Clinical Guidelines in the GLARE System. MedInfo 2007: 935-940 - [c39]Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri, Stefania Montani:
Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool. BMA 2007 - [p1]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi:
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) 2007: 89-112 - 2006
- [j14]Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi:
Case-based retrieval to support the treatment of end stage renal failure patients. Artif. Intell. Medicine 37(1): 31-42 (2006) - [j13]Luca Anselma, Paolo Terenziani, Stefania Montani, Alessio Bottrighi:
Towards a comprehensive treatment of repetitions, periodicity and temporal constraints in clinical guidelines. Artif. Intell. Medicine 38(2): 171-195 (2006) - [j12]Stefania Montani, Luigi Portinale:
Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. Comput. Intell. 22(3-4): 208-223 (2006) - [j11]Stefania Montani, Paolo Terenziani:
Exploiting decision theory concepts within clinical guideline systems: Toward a general approach. Int. J. Intell. Syst. 21(6): 585-599 (2006) - [c38]Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri:
Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool. ARES 2006: 804-809 - [c37]Alessio Bottrighi, Paolo Terenziani, Stefania Montani, Mauro Torchio, Gianpaolo Molino:
Clinical Guidelines Contextualization in GLARE. AMIA 2006 - [c36]Laura Giordano, Paolo Terenziani, Alessio Bottrighi, Stefania Montani, Loredana Donzella:
Model Checking for Clinical Guidelines: an Agent-based Approach. AMIA 2006 - [c35]Gianpaolo Molino, Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio:
GLARE: a Domain-Independent System for Acquiring, Representing and Executing Clinical Guidelines. AMIA 2006 - [c34]Paolo Terenziani, Luca Anselma, Alessio Bottrighi, Stefania Montani:
Advanced treatment of temporal phenomena in clinical guidelines. AMIA 2006 - [c33]Stefania Montani, Cosimo Anglano:
Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems. ECCBR 2006: 489-503 - [c32]Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez:
A Case-Based Architecture for Temporal Abstraction Configuration and Processing. ICTAI 2006: 667-676 - 2005
- [j10]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
Case Retrieval with Time Series Features. Intelligenza Artificiale 2(2): 15-23 (2005) - [c31]Paolo Terenziani, Luca Anselma, Stefania Montani:
Periodicity-Based Temporal Constraints. AI*IA 2005: 62-65 - [c30]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo:
Managing Clinical Guidelines Contextualization in the GLARE System. AI*IA 2005: 454-465 - [c29]Stefania Montani, Paolo Terenziani, Alessio Bottrighi:
Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines. AIME 2005: 136-140 - [c28]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio:
Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues. AIME 2005: 151-155 - [c27]Stefania Montani, Luigi Portinale:
Case Based Representation and Retrieval with Time Dependent Features. ICCBR 2005: 353-367 - [c26]Cosimo Anglano, Stefania Montani:
Achieving Self-Healing in Autonomic Software Systems: a Case-Based Reasoning Approach. SOAS 2005: 267-281 - [c25]Laura Giordano, Alberto Martelli, Paolo Terenziani, Alessio Bottrighi, Stefania Montani:
A Temporal Approach to the Specification and Verification of Interaction Protocols. WOA 2005: 171-176 - 2004
- [c24]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo:
The GLARE Approach to Clinical Guidelines: Main Features. CGP 2004: 162-166 - [c23]Stefania Montani, Paolo Terenziani:
Mapping Clinical Guidelines Representation Primitives to Decision Theory Concepts. ECAI 2004: 1063-1064 - [c22]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR 2004: 659-672 - [c21]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo:
A Context-Adaptable Approach to Clinical Guidelines. MedInfo 2004: 169-173 - 2003
- [j9]Stefania Montani, Paolo Magni, Riccardo Bellazzi, Cristiana Larizza, Abdul V. Roudsari, Ewart R. Carson:
Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients. Artif. Intell. Medicine 29(1-2): 131-151 (2003) - [c20]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Luca Anselma, Gianluca Correndo:
Applying Artificial Intelligence to Clinical Guidelines: The GLARE Approach. AI*IA 2003: 536-547 - [c19]Paolo Terenziani, Stefania Montani, Mauro Torchio, Gianpaolo Molino, Luca Anselma:
Temporal Consistency Checking in Clinical Guidelines Acquisition and Execution: the GLARE's Approach. AMIA 2003 - [c18]Andrea Bobbio, Stefania Montani, Luigi Portinale:
Parametric Dependability Analysis through Probabilistic Horn Abduction. UAI 2003: 65-72 - 2002
- [j8]Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, Renata Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués:
A telemedicine support for diabetes management: the T-IDDM project. Comput. Methods Programs Biomed. 69(2): 147-161 (2002) - [j7]Stefania Montani, Riccardo Bellazzi:
Supporting decisions in medical applications: the knowledge management perspective. Int. J. Medical Informatics 68(1-3): 79-90 (2002) - [c17]Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino:
Supporting physicians in taking decisions in clinical guidelines: the GLARE "what if" facility. AMIA 2002 - [c16]Luigi Portinale, Stefania Montani:
A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. ECCBR 2002: 321-335 - [c15]Paolo Terenziani, Carlo Carlini, Stefania Montani:
Towards a Comprehensive Treatment of Temporal Constraints in Clinical Guidelines. TIME 2002: 20-27 - 2001
- [j6]Riccardo Bellazzi, Stefania Montani, Alberto Riva, Mario Stefanelli:
Web-based telemedicine systems for home-care: technical issues and experiences. Comput. Methods Programs Biomed. 64(3): 175-187 (2001) - [j5]Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl:
Cased-Based Reasoning for medical knowledge-based systems. Int. J. Medical Informatics 64(2-3): 355-367 (2001) - [c14]Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi:
Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. AIME 2001: 121-130 - [c13]Riccardo Bellazzi, Stefania Montani, M. Arcelloni, Pasquale De Cata, Carmine Gazzaruso, R. Giacchero, Pietro Fratino:
Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. AMIA 2001 - [c12]Stefania Montani, Riccardo Bellazzi:
Intelligent Knowledge Retrieval for Decision Support in Medical Applications. MedInfo 2001: 498-502 - 2000
- [j4]Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Mario Stefanelli:
Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. Artif. Intell. Medicine 20(1): 37-57 (2000) - [j3]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli:
Diabetic patients management exploiting case-based reasoning techniques. Comput. Methods Programs Biomed. 62(3): 205-218 (2000) - [j2]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli:
A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics 58: 243-256 (2000) - [c11]Stefania Montani, Riccardo Bellazzi:
Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. AMIA 2000 - [c10]Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli:
Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI 2000: 716-720 - [c9]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli:
Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR 2000: 467-478
1990 – 1999
- 1999
- [j1]Stefania Montani, Riccardo Bellazzi, Cristiana Larizza, Alberto Riva, Giuseppe d'Annunzio, Stefano Fiocchi, Renata Lorini, Mario Stefanelli:
Protocol-based reasoning in diabetic patient management. Int. J. Medical Informatics 53(1): 61-77 (1999) - [c8]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli:
Multi-modal Reasoning in Diabetic Patient Management. AIMDM 1999: 113-123 - [c7]Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Giuseppe De Nicolao:
Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. AIMDM 1999: 261-270 - [c6]Stefania Montani, Riccardo Bellazzi:
Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. AMIA 1999 - [c5]Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva:
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR 1999: 386-400 - [c4]Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, M. Bestazza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, Mario Stefanelli:
Application Report: Preliminary Evaluation of the T-IDDM Project in Pavia. MIE 1999: 99-101 - [c3]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Stefano Fiocchi, Giuseppe d'Annunzio, Mario Stefanelli:
Supporting decisions in diabetic patients management through Case-Based retrieval. MIE 1999: 645-649 - 1998
- [c2]Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, A. Monteforte, Mario Stefanelli:
A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. AMIA 1998 - [c1]Riccardo Bellazzi, Stefania Montani, Luigi Portinale:
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR 1998: 64-75
Coauthor Index
[c88] [i4] [i3] [j55] [c87] [c86] [c84] [j54] [j53] [j52] [c83] [c82] [c81] [c80] [c79] [p5] [j51] [j50] [c76] [j48] [c75] [c74] [c72] [c71] [c70] [j46] [c68] [j45] [j44] [c67] [c66] [j43] [j39] [c64] [j38] [j34] [c63] [c61] [c60] [c59] [j27] [c57] [c56] [c55] [c54] [j21] [c48] [c47] [c43] [j14] [c32] [j10] [c22]
[j55] [c84] [j54] [c83] [j51] [c75] [j46] [c68] [j45] [c67] [c66] [p4] [c65] [j37] [j36] [j35] [j34] [c62] [c60] [j28] [c58] [j25] [c56] [c52] [j20] [c51] [c50] [c49] [c48] [p2] [c42] [c41] [c40] [j13] [j11] [c37] [c36] [c35] [c34] [c31] [c30] [c29] [c28] [c25] [c24] [c23] [c21] [c20] [c19] [c17] [c15]
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