Yuval Shahar
Orcid: 0000-0003-0328-2333
According to our database1,
Yuval Shahar
authored at least 149 papers
between 1995 and 2024.
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Bibliography
2024
Implementation and evaluation of a system for assessment of the quality of long-term management of patients at a geriatric hospital.
J. Biomed. Informatics, 2024
Evaluating the dynamic interplay of social distancing policies regarding airborne pathogens through a temporal interaction-driven model that uses real-world and synthetic data.
J. Biomed. Informatics, 2024
2023
Assessing individual risk and the latent transmission of COVID-19 in a population with an interaction-driven temporal model.
CoRR, 2023
CoRR, 2023
Big Data Cogn. Comput., 2023
Treatment Prediction in the ICU Using a Partitioned, Sequential, Deep Time Series Analysis.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Automated Process Mining and Learning of Therapeutic Actions in the Intensive Care Unit.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Provision of Decision Support Through Continuous Prediction of Recurring Clinical Actions.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023
2022
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists' Perspective.
J. Digit. Imaging, 2022
Implementation and Evaluation of a System for Assessment of The Quality of Long-Term Management of Patients at a Geriatric Hospital.
CoRR, 2022
Meta-Learning Approaches for a One-Shot Collective-Decision Aggregation: Correctly Choosing how to Choose Correctly.
CoRR, 2022
Analysis of the competition among viral strains using a temporal interaction-driven contagion model.
CoRR, 2022
An interaction-based contagion model over temporal networks demonstrates that reducing temporal network density reduces total infection rate.
CoRR, 2022
Exploiting Meta-Cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation.
CoRR, 2022
Commun. ACM, 2022
Distributed application of guideline-based decision support through mobile devices: Implementation and evaluation.
Artif. Intell. Medicine, 2022
A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices.
Artif. Intell. Medicine, 2022
Treatment Prediction in the ICU Setting Using a Partitioned, Sequential Deep Time Series Analysis.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022
2021
Implementation and evaluation of a multivariate abstraction-based, interval-based dynamic time-warping method as a similarity measure for longitudinal medical records.
J. Biomed. Informatics, 2021
Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain.
CoRR, 2021
A Methodology for Bi-Directional Knowledge-Based Assessment of Compliance to Continuous Application of Clinical Guidelines.
CoRR, 2021
The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient.
CoRR, 2021
2020
A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation.
CoRR, 2020
CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices.
IEEE Access, 2020
A Dual-Layer Architecture for the Protection of Medical Devices from Anomalous Instructions.
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
2018
Clinical decision support models and frameworks: Seeking to address research issues underlying implementation successes and failures.
J. Biomed. Informatics, 2018
CoRR, 2018
2017
MobiGuide: a personalized and patient-centric decision-support system and its evaluation in the atrial fibrillation and gestational diabetes domains.
User Model. User Adapt. Interact., 2017
Consistent discovery of frequent interval-based temporal patterns in chronic patients' data.
J. Biomed. Informatics, 2017
Int. J. Medical Informatics, 2017
Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods.
Artif. Intell. Medicine, 2017
Evaluation of an automated knowledge-based textual summarization system for longitudinal clinical data, in the intensive care domain.
Artif. Intell. Medicine, 2017
2016
An architecture for a continuous, user-driven, and data-driven application of clinical guidelines and its evaluation.
J. Biomed. Informatics, 2016
Improving condition severity classification with an efficient active learning based framework.
J. Biomed. Informatics, 2016
An automated knowledge-based textual summarization system for longitudinal, multivariate clinical data.
J. Biomed. Informatics, 2016
Proceedings of the AMIA 2016, 2016
2015
Classification of multivariate time series via temporal abstraction and time intervals mining.
Knowl. Inf. Syst., 2015
Knowl. Inf. Syst., 2015
Exploration of patterns predicting renal damage in patients with diabetes type II using a visual temporal analysis laboratory.
J. Am. Medical Informatics Assoc., 2015
A multiple-scenario assessment of the effect of a continuous-care, guideline-based decision support system on clinicians' compliance to clinical guidelines.
Int. J. Medical Informatics, 2015
Data Min. Knowl. Discov., 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Implementation of a Distributed Guideline-Based Decision Support Model Within a Patient-Guidance Framework.
Proceedings of the Knowledge Representation for Health Care, 2015
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Leveraging Digital Innovation in Healthcare: harnessing Big Data, Cloud and Mobile Computing for Better Health.
Proceedings of the 22st European Conference on Information Systems, 2014
Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application.
Proceedings of the Business Process Management Workshops, 2014
2013
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013
Proceedings of the AMIA 2013, 2013
iALARM: An Intelligent Alert Language for Activation, Response, and Monitoring of Medical Alerts.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2013
Implementation of a System for Intelligent Summarization of Longitudinal Clinical Records.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2013
2012
J. Mach. Learn. Res., 2012
A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions.
J. Intell. Inf. Syst., 2012
Towards a Realistic Clinical-Guidelines Application Framework: Desiderata, Applications, and Lessons Learned.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2012
The Elicitation, Representation, Application, and Automated Discovery of Time-Oriented Declarative Clinical Knowledge.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2012
2011
The "Human Cli-Knowme" Project: Building a Universal, Formal, Procedural and Declarative Clinical Knowledge Base, for the Automation of Therapy and Research.
Proceedings of the Knowledge Representation for Health-Care, 2011
2010
Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics.
J. Comput. Virol., 2010
J. Intell. Inf. Syst., 2010
Intelligent visualization and exploration of time-oriented data of multiple patients.
Artif. Intell. Medicine, 2010
2009
Neural Comput. Appl., 2009
A distributed system for support and explanation of shared decision-making in the prenatal testing domain.
J. Biomed. Informatics, 2009
Vaidurya: A multiple-ontology, concept-based, context-sensitive clinical-guideline search engine.
J. Biomed. Informatics, 2009
An architecture for linking medical decision-support applications to clinical databases and its evaluation.
J. Biomed. Informatics, 2009
Proceedings of the AMIA 2009, 2009
2008
J. Intell. Inf. Syst., 2008
A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines.
J. Biomed. Informatics, 2008
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data.
Artif. Intell. Medicine, 2008
Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology.
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008
A Methodological Specification of a Guideline for Diagnosis and Management of PreEclampsia.
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008
Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008
Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008
2007
An active database architecture for knowledge-based incremental abstraction of complex concepts from continuously arriving time-oriented raw data.
J. Intell. Inf. Syst., 2007
J. Biomed. Informatics, 2007
Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search.
J. Am. Medical Informatics Assoc., 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2007
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007
2006
Distributed, intelligent, interactive visualization and exploration of time-oriented clinical data and their abstractions.
Artif. Intell. Medicine, 2006
Artif. Intell. Medicine, 2006
An intelligent, interactive tool for exploration and visualization of time-oriented security data.
Proceedings of the 3rd International Workshop on Visualization for Computer Security, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
Proceedings of the Handbook of Temporal Reasoning in Artificial Intelligence, 2005
A framework for distributed mediation of temporal-abstraction queries to clinical databases.
Artif. Intell. Medicine, 2005
Proceedings of the Abstraction, 2005
Proceedings of the AMIA 2005, 2005
A Graphical Framework for Specification of Clinical Guidelines at Multiple Representation Levels.
Proceedings of the AMIA 2005, 2005
Proceedings of the AMIA 2005, 2005
The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2005
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools.
J. Biomed. Informatics, 2004
A Knowledge-Based Time-Oriented Active Database Approach for Intelligent Abstraction, Querying and Continuous Monitoring of Clinical Data.
Proceedings of the MEDINFO 2004, 2004
Proceedings of the MEDINFO 2004, 2004
Evaluation of KNAVE-II: a Tool for Intelligent Query and Exploration of Patient Data.
Proceedings of the MEDINFO 2004, 2004
An Intelligent Case-Adjustment Algorithm for the Automated Design of Population-based Quality Auditing Protocols.
Proceedings of the MEDINFO 2004, 2004
The Digital Electronic Guideline Library (DeGeL): A Hybrid Framework for Representation and Use of Clinical Guidelines.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004
A Multiple-Ontology Customizable Search Interface for Retrieval of Clinical Guidelines.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004
KNAVE II: the definition and implementation of an intelligent tool for visualization and exploration of time-oriented clinical data.
Proceedings of the working conference on Advanced visual interfaces, 2004
2003
Proceedings of the 10th International Workshop on Knowledge Representation meets Databases (KRDB 2003), 2003
A Distributed, Collaborative, Structuring Model for a Clinical-Guideline Digital-Library.
Proceedings of the AMIA 2003, 2003
A Web-Based System for Interactive Visualization and Exploration of Time-oriented Clinical Data and Their Abstractions.
Proceedings of the AMIA 2003, 2003
Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture.
Proceedings of the AMIA 2003, 2003
Developing Quality Indicators and Auditing Protocols from Formal Guideline Models: Knowledge Representation and Transformations.
Proceedings of the AMIA 2003, 2003
DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2003
Proceedings of the Artificial Intelligence in Medicine, 2003
2002
J. Am. Medical Informatics Assoc., 2002
Proceedings of the AMIA 2002, 2002
Proceedings of the Diagrammatic Representation and Reasoning, 2002
2000
CAPSUL: A constraint-based specification of repeating patterns in time-oriented data.
Ann. Math. Artif. Intell., 2000
Quality Assessment of Guideline-oriented Medical Care Using Recognition of Clinician Intentions.
Proceedings of the AMIA 2000, 2000
1999
J. Intell. Inf. Syst., 1999
Integration of Temporal Reasoning and Temporal-Data Maintenance into a Reusable Database Mediator to Answer Abstract, Time-Oriented Queries: The Tzolkin System.
J. Intell. Inf. Syst., 1999
Original Investigation: Semi-automated Entry of Clinical Temporal-abstraction Knowledge.
J. Am. Medical Informatics Assoc., 1999
Artif. Intell. Medicine, 1999
Proceedings of the 6th International Workshop on Temporal Representation and Reasoning, 1999
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
The Asgaard project: a task-specific framework for the application and critiquing of time-oriented clinical guidelines.
Artif. Intell. Medicine, 1998
Ann. Math. Artif. Intell., 1998
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998
Proceedings of the 1998 European Workshop on Validation and Verification of Knowledge-Based Systems, 1998
Proceedings of the AMIA 1998, 1998
Proceedings of the AMIA 1998, 1998
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998
1997
Medizinische Leitlinien und Protokolle: das Asgaard/Asbru-Projekt.
Künstliche Intell., 1997
Comput. Biol. Medicine, 1997
Guest editors' introduction to the special issue on time-oriented systems in medicine.
Comput. Biol. Medicine, 1997
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997
Proceedings of the AMIA 1997, 1997
Proceedings of the AMIA 1997, 1997
Theater-Style Demonstration: EON: CORBA-Based Middleware for Automation of Protocol-Directed Therapy.
Proceedings of the AMIA 1997, 1997
A Task-Specific Ontology for the Application and Critiquing of Time-Oriented Clinical Guidelines.
Proceedings of the Artificial Intelligence Medicine, 1997
1996
Synthesis of Research: EON: A Component-Based Approach to Automation of Protocol-Directed Therapy.
J. Am. Medical Informatics Assoc., 1996
Artif. Intell. Medicine, 1996
1995
Ontology-based configuration of problem-solving methods and generation of knowledge-acquisition tools: application of PROTEGE-II to protocol-based decision support.
Artif. Intell. Medicine, 1995
Proceedings of the Artificial Intelligence Medicine, 1995