Yuval Shahar

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 43

Top Venues

CoRR

J. Biomed. Informatics

Artif. Intell. Medicine

MedInfo

Publications

Erez Shalom, Ayelet Goldstein, Rony Weiss, Maya Selivanova, Nogah Melamed Cohen, Yuval Shahar
Implementation and evaluation of a system for assessment of the quality of long-term management of patients at a geriatric hospital. J. Biomed. Informatics 156 (2024)
Osnat Mokryn, Alex Abbey, Yanir Marmor, Yuval Shahar
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 151 (2024)
Anna Romanov, Yuval Shahar
Automated Process Mining and Learning of Therapeutic Actions in the Intensive Care Unit. MedInfo (2023)
Yanir Marmor, Alex Abbey, Yuval Shahar, Osnat Mokryn
Assessing individual risk and the latent transmission of COVID-19 in a population with an interaction-driven temporal model. CoRR (2023)
Alexander Shknevsky, Yuval Shahar, Robert Moskovitch
The Semantic Adjacency Criterion in Time Intervals Mining. Big Data Cogn. Comput. 7 (4) (2023)
Michael Shapiro, Yuval Shahar
Treatment Prediction in the ICU Using a Partitioned, Sequential, Deep Time Series Analysis. MedInfo (2023)
Michal Weisman Raymond, Yuval Shahar
Provision of Decision Support Through Continuous Prediction of Recurring Clinical Actions. ICIMTH (2023)
Ido Zehori, Nevo Itzhak, Yuval Shahar, Mia Dor Schiller
Towards a User Privacy-Aware Mobile Gaming App Installation Prediction Model. CoRR (2023)
Erez Shalom, Ayelet Goldstein, Elior Ariel, Moshe Sheinberger, Valerie M. Jones, Boris W. van Schooten, Yuval Shahar
Distributed application of guideline-based decision support through mobile devices: Implementation and evaluation. Artif. Intell. Medicine 129 (2022)
Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar
A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices. Artif. Intell. Medicine 123 (2022)
Alex Abbey, Yanir Marmor, Yuval Shahar, Osnat Mokryn
An interaction-based contagion model over temporal networks demonstrates that reducing temporal network density reduces total infection rate. CoRR (2022)
Michael Shapiro, Yuval Shahar
Treatment Prediction in the ICU Setting Using a Partitioned, Sequential Deep Time Series Analysis. ICIMTH (2022)
Hilla Shinitzky, Yuval Shahar, Dan Avraham, Yizhak Vaisman, Yakir Tsizer, Yaniv Leedon
Exploiting Meta-Cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation. CoRR (2022)
Erez Shalom, Ayelet Goldstein, Roni Wais, Maya Slivanova, Nogah Melamed Cohen, Yuval Shahar
Implementation and Evaluation of a System for Assessment of The Quality of Long-Term Management of Patients at a Geriatric Hospital. CoRR (2022)
Mor Peleg, Yuval Shahar, Silvana Quaglini
MobiGuide: guiding clinicians and chronic patients anytime, anywhere. Commun. ACM 65 (4) (2022)
Alex Abbey, Yuval Shahar, Osnat Mokryn
Analysis of the competition among viral strains using a temporal interaction-driven contagion model. CoRR (2022)
Hilla Shinitzky, Yuval Shahar, Ortal Parpara, Michal Ezrets, Raz Klein
Meta-Learning Approaches for a One-Shot Collective-Decision Aggregation: Correctly Choosing how to Choose Correctly. CoRR (2022)
Tom Mahler, Erez Shalom, Arnon Makori, Yuval Elovici, Yuval Shahar
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists' Perspective. J. Digit. Imaging 35 (3) (2022)
Erez Shalom, Ayelet Goldstein, Elior Ariel, Moshe Sheinberger, Valerie M. Jones, Boris W. van Schooten, Yuval Shahar
Distributed Application of Guideline-Based Decision Support through Mobile Devices: Implementation and Evaluation. CoRR (2021)
Yuval Shahar
The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient. CoRR (2021)
Yuval Shahar, Matan Lion
Implementation and Evaluation of a Multivariate Abstraction-Based, Interval-Based Dynamic Time-Warping Method as a Similarity Measure for Longitudinal Medical Records. CoRR (2021)
Matan Lion, Yuval Shahar
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 123 (2021)
Avner Hatsek, Irit Hochberg, Deeb Daoud Naccache, Aya Biderman, Yuval Shahar
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)
Avner Hatsek, Yuval Shahar
A Methodology for Bi-Directional Knowledge-Based Assessment of Compliance to Continuous Application of Clinical Guidelines. CoRR (2021)
Alexander Shknevsky, Yuval Shahar, Robert Moskovitch
The Semantic Adjacency Criterion in Time Intervals Mining. CoRR (2021)
Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar
A Dual-Layer Architecture for the Protection of Medical Devices from Anomalous Instructions. AIME (2020)
Tom Mahler, Yuval Elovici, Yuval Shahar
A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation. CoRR (2020)
Matan Kintzlinger, Aviad Cohen, Nir Nissim, Moshe Rav-Acha, Vladimir Khalameizer, Yuval Elovici, Yuval Shahar, Amos Katz
CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices. IEEE Access 8 (2020)
Robert Moskovitch, Yuval Shahar, Fei Wang, George Hripcsak
Temporal biomedical data analytics. J. Biomed. Informatics 90 (2019)
Eitam Sheetrit, Nir Nissim, Denis Klimov, Yuval Shahar
Temporal Probabilistic Profiles for Sepsis Prediction in the ICU. KDD (2019)
Robert A. Greenes, David W. Bates, Kensaku Kawamoto, Blackford Middleton, Jerome A. Osheroff, Yuval Shahar
Clinical decision support models and frameworks: Seeking to address research issues underlying implementation successes and failures. J. Biomed. Informatics 78 (2018)
Tom Mahler, Nir Nissim, Erez Shalom, Israel Goldenberg, Guy Hasman, Arnon Makori, Itzik Kochav, Yuval Elovici, Yuval Shahar
Know Your Enemy: Characteristics of Cyber-Attacks on Medical Imaging Devices. CoRR (2018)
Ayelet Goldstein, Yuval Shahar, Efrat Orenbuch, Matan J. Cohen
Evaluation of an automated knowledge-based textual summarization system for longitudinal clinical data, in the intensive care domain. Artif. Intell. Medicine 82 (2017)
Alexander Shknevsky, Yuval Shahar, Robert Moskovitch
Consistent discovery of frequent interval-based temporal patterns in chronic patients' data. J. Biomed. Informatics 75 (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)
Nir Nissim, Yuval Shahar, Yuval Elovici, George Hripcsak, Robert Moskovitch
Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods. Artif. Intell. Medicine 81 (2017)
Eitam Sheetrit, Nir Nissim, Denis Klimov, Lior Fuchs, Yuval Elovici, Yuval Shahar
Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients. CoRR (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)
Robert Moskovitch, Fei Wang, Yuval Shahar, George Hripcsak
Temporal data analytics. J. Biomed. Informatics 62 (2016)
Mor Peleg, Yuval Shahar, Silvana Quaglini
The MobiGuide Distributed & Personalized Patient Guidance System. AMIA (2016)
Ayelet Goldstein, Yuval Shahar
An automated knowledge-based textual summarization system for longitudinal, multivariate clinical data. J. Biomed. Informatics 61 (2016)
Nir Nissim, Mary Regina Boland, Nicholas P. Tatonetti, Yuval Elovici, George Hripcsak, Yuval Shahar, Robert Moskovitch
Improving condition severity classification with an efficient active learning based framework. J. Biomed. Informatics 61 (2016)
Erez Shalom, Yuval Shahar, Eitan Lunenfeld
An architecture for a continuous, user-driven, and data-driven application of clinical guidelines and its evaluation. J. Biomed. Informatics 59 (2016)
Robert Moskovitch, Yuval Shahar
Classification of multivariate time series via temporal abstraction and time intervals mining. Knowl. Inf. Syst. 45 (1) (2015)
Robert Moskovitch, Yuval Shahar
Classification-driven temporal discretization of multivariate time series. Data Min. Knowl. Discov. 29 (4) (2015)
Robert Moskovitch, Yuval Shahar
Fast time intervals mining using the transitivity of temporal relations. Knowl. Inf. Syst. 42 (1) (2015)
Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak
An Active Learning Framework for Efficient Condition Severity Classification. AIME (2015)
Ayelet Goldstein, Yuval Shahar
Generation of Natural-Language Textual Summaries from Longitudinal Clinical Records. MedInfo (2015)
Erez Shalom, Yuval Shahar, Ayelet Goldstein, Elior Ariel, Moshe Sheinberger, Nick Lik San Fung, Val Jones, Boris W. van Schooten
Implementation of a Distributed Guideline-Based Decision Support Model Within a Patient-Guidance Framework. KR4HC/ProHealth (2015)
Erez Shalom, Yuval Shahar, Yisrael Parmet, Eitan Lunenfeld
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 84 (4) (2015)
Denis Klimov, Alexander Shknevsky, Yuval Shahar
Exploration of patterns predicting renal damage in patients with diabetes type II using a visual temporal analysis laboratory. J. Am. Medical Informatics Assoc. 22 (2) (2015)
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)
Carol V. Brown, Tina Blegind Jensen, Margunn Aanestad, Wendy Currie, Federico Pigni, Yuval Shahar
Leveraging Digital Innovation in Healthcare: harnessing Big Data, Cloud and Mobile Computing for Better Health. ECIS (2014)
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)
Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar
Utility Elicitation as a Classification Problem CoRR (2013)
Ayelet Goldstein, Yuval Shahar
Implementation of a System for Intelligent Summarization of Longitudinal Clinical Records. KR4HC/ProHealth (2013)
Denis Klimov, Yuval Shahar
iALARM: An Intelligent Alert Language for Activation, Response, and Monitoring of Medical Alerts. KR4HC/ProHealth (2013)
Ofra Amir, Yuval Shahar, Ya'akov Gal, Litan Ilani
On the Verification Complexity of Group Decision-Making Tasks. HCOMP (2013)
Adam Perer, David Gotz, Ben Shneiderman, Yuval Shahar, Jeffrey Heer
Visual Analytics in Healthcare. AMIA (2012)
Gil Tahan, Lior Rokach, Yuval Shahar
Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features. J. Mach. Learn. Res. 13 (2012)
Erez Shalom, Iliya Fridman, Yuval Shahar, Avner Hatsek, Eitan Lunenfeld
Towards a Realistic Clinical-Guidelines Application Framework: Desiderata, Applications, and Lessons Learned. ProHealth/KR4HC (2012)
Michael Ramati, Yuval Shahar
Irregular-Time Bayesian Networks CoRR (2012)
Yuval Shahar
The Elicitation, Representation, Application, and Automated Discovery of Time-Oriented Declarative Clinical Knowledge. ProHealth/KR4HC (2012)
Asaf Shabtai, Yuval Shahar, Yuval Elovici
A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions. J. Intell. Inf. Syst. 39 (1) (2012)
Yuval Shahar
The "Human Cli-Knowme" Project: Building a Universal, Formal, Procedural and Declarative Clinical Knowledge Base, for the Automation of Therapy and Research. KR4HC (2011)
Yuval Shahar, Carlo Combi
Artificial Intelligence in Medicine AIME 2009. Artif. Intell. Medicine 52 (2) (2011)
Denis Klimov, Yuval Shahar, Meirav Taieb-Maimon
Intelligent visualization and exploration of time-oriented data of multiple patients. Artif. Intell. Medicine 49 (1) (2010)
Michael Ramati, Yuval Shahar
Irregular-Time Bayesian Networks. UAI (2010)
Asaf Shabtai, Yuval Fledel, Yuval Elovici, Yuval Shahar
Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics. J. Comput. Virol. 6 (3) (2010)
Denis Klimov, Yuval Shahar, Meirav Taieb-Maimon
Intelligent selection and retrieval of multiple time-oriented records. J. Intell. Inf. Syst. 35 (2) (2010)
Dima Stopel, Robert Moskovitch, Zvi Boger, Yuval Shahar, Yuval Elovici
Using artificial neural networks to detect unknown computer worms. Neural Comput. Appl. 18 (7) (2009)
Robert Moskovitch, Yuval Shahar
Vaidurya: A multiple-ontology, concept-based, context-sensitive clinical-guideline search engine. J. Biomed. Informatics 42 (1) (2009)
Itay Segal, Yuval Shahar
A distributed system for support and explanation of shared decision-making in the prenatal testing domain. J. Biomed. Informatics 42 (2) (2009)
Robert Moskovitch, Yuval Shahar
Medical Temporal-Knowledge Discovery via Temporal Abstraction. AMIA (2009)
Efrat German, Akiva Leibowitz, Yuval Shahar
An architecture for linking medical decision-support applications to clinical databases and its evaluation. J. Biomed. Informatics 42 (2) (2009)
Erez Shalom, Yuval Shahar, Meirav Taieb-Maimon, Guy Bar, Avi Yarkoni, Ohad Young, Susana B. Martins, Laszlo T. Vaszar, Mary K. Goldstein, Yair Liel, Akiva Leibowitz, Tal Marom, Eitan Lunenfeld
A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines. J. Biomed. Informatics 41 (6) (2008)
Susana B. Martins, Yuval Shahar, Dina Goren-Bar, Maya Galperin, Herbert Kaizer, Lawrence V. Basso, Deborah McNaughton, Mary K. Goldstein
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data. Artif. Intell. Medicine 43 (1) (2008)
Erez Shalom, Yuval Shahar, Meirav Taieb-Maimon, Guy Bar, Susana B. Martins, Ohad Young, Laszlo T. Vaszar, Yair Liel, Avi Yarkoni, Mary K. Goldstein, Akiva Leibowitz, Tal Marom, Eitan Lunenfeld
Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology. K4HelP (2008)
Avner Hatsek, Yuval Shahar, Meirav Taieb-Maimon, Erez Shalom, Adit Dubi-Sobol, Guy Bar, Arie Koyfman, Eitan Lunenfeld
A Methodological Specification of a Guideline for Diagnosis and Management of PreEclampsia. K4HelP (2008)
Alex Spokoiny, Yuval Shahar
Incremental application of knowledge to continuously arriving time-oriented data. J. Intell. Inf. Syst. 31 (1) (2008)
Asaf Shabtai, Maor Atlas, Yuval Shahar, Yuval Elovici
Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain. K-CAP (2007)
Robert Moskovitch, Susana B. Martins, Eytan Behiri, Aviram Weiss, Yuval Shahar
Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search. J. Am. Medical Informatics Assoc. 14 (2) (2007)
Alex Spokoiny, Yuval Shahar
An active database architecture for knowledge-based incremental abstraction of complex concepts from continuously arriving time-oriented raw data. J. Intell. Inf. Syst. 28 (3) (2007)
Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CIDM (2007)
Denis Klimov, Yuval Shahar
Intelligent Querying and Exploration of Multiple Time-Oriented Medical Records. MedInfo (2007)
Robert Moskovitch, Shay Pluderman, Ido Gus, Dima Stopel, Clint Feher, Yisrael Parmet, Yuval Shahar, Yuval Elovici
Host Based Intrusion Detection using Machine Learning. ISI (2007)
Ohad Young, Yuval Shahar, Yair Liel, Eitan Lunenfeld, Guy Bar, Erez Shalom, Susana B. Martins, Laszlo T. Vaszar, Tal Marom, Mary K. Goldstein
Runtime application of Hybrid-Asbru clinical guidelines. J. Biomed. Informatics 40 (5) (2007)
Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Chanan Glezer, Yuval Shahar, Yuval Elovici
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CISDA (2007)
Robert Moskovitch, Roee Sa'adon, Eytan Behiri, Susana B. Martins, Aviram Weiss, Yuval Shahar
Experiments with Hierarchical Concept-Based Search. MedInfo (2007)
Yuval Shahar, Dina Goren-Bar, David Boaz, Gil Tahan
Distributed, intelligent, interactive visualization and exploration of time-oriented clinical data and their abstractions. Artif. Intell. Medicine 38 (2) (2006)
Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici
An intelligent, interactive tool for exploration and visualization of time-oriented security data. VizSEC (2006)
Dima Stopel, Zvi Boger, Robert Moskovitch, Yuval Shahar, Yuval Elovici
Application of Artificial Neural Networks Techniques to Computer Worm Detection. IJCNN (2006)
Robert Moskovitch, Shiva Cohen-Kashi, Uzi Dror, Iftah Levy, Amit Maimon, Yuval Shahar
Multiple hierarchical classification of free-text clinical guidelines. Artif. Intell. Medicine 37 (3) (2006)
David Boaz, Yuval Shahar
A framework for distributed mediation of temporal-abstraction queries to clinical databases. Artif. Intell. Medicine 34 (1) (2005)
Denis Klimov, Yuval Shahar
A Framework for Intelligent Visualization of Multiple Time-Oriented Medical Records. AMIA (2005)
Michael Ramati, Yuval Shahar
Probabilistic Abstraction of Uncertain Temporal Data for Multiple Subjects. SARA (2005)
Ohad Young, Yuval Shahar
The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines. AIME (2005)
Michael Ramati, Yuval Shahar
Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records. AIME (2005)
Ohad Young, Yuval Shahar
Applying Hybrid-Asbru Clinical Guidelines Using the Spock System. AMIA (2005)
Erez Shalom, Yuval Shahar
A Graphical Framework for Specification of Clinical Guidelines at Multiple Representation Levels. AMIA (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yuval Shahar