| 2020 | AIME | A Dual-Layer Architecture for the Protection of Medical Devices from Anomalous Instructions. | Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar |
| 2019 | KDD | Temporal Probabilistic Profiles for Sepsis Prediction in the ICU. | Eitam Sheetrit, Nir Nissim, Denis Klimov, Yuval Shahar |
| 2016 | AMIA | The MobiGuide Distributed & Personalized Patient Guidance System. | Mor Peleg, Yuval Shahar, Silvana Quaglini |
| 2015 | AIME | An Active Learning Framework for Efficient Condition Severity Classification. | Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak |
| 2015 | AIME | Implementation of a Distributed Guideline-Based Decision Support Model Within a Patient-Guidance Framework. | Erez Shalom, Yuval Shahar, Ayelet Goldstein, Elior Ariel, Moshe Sheinberger, Nick Lik San Fung, Val Jones, Boris W. van Schooten |
| 2014 | BPM | Enhancing Guideline-Based Decision Support with Distributed Computation Through Local Mobile Application. | Erez Shalom, Yuval Shahar, Ayelet Goldstein, Elior Ariel, Silvana Quaglini, Lucia Sacchi, Nick Lik San Fung, Valerie M. Jones, Tom H. F. Broens, Gema Garca-Sez, M. Elena Hernando |
| 2013 | AIME | Implementation of a System for Intelligent Summarization of Longitudinal Clinical Records. | Ayelet Goldstein, Yuval Shahar |
| 2013 | AIME | iALARM: An Intelligent Alert Language for Activation, Response, and Monitoring of Medical Alerts. | Denis Klimov, Yuval Shahar |
| 2013 | AMIA | Supporting Shared Decision Making within the MobiGuide Project. | Silvana Quaglini, Yuval Shahar, Mor Peleg, Silvia Miksch, Carlo Napolitano, Mercedes Rigla, Angels Palls, Enea Parimbelli, Lucia Sacchi |
| 2013 | HCOMP | On the Verification Complexity of Group Decision-Making Tasks. | Ofra Amir, Yuval Shahar, Ya'akov Gal, Litan Ilani |
| 2012 | AMIA | Visual Analytics in Healthcare. | Adam Perer, David Gotz, Ben Shneiderman, Yuval Shahar, Jeffrey Heer |
| 2012 | BPM | The Elicitation, Representation, Application, and Automated Discovery of Time-Oriented Declarative Clinical Knowledge. | Yuval Shahar |
| 2012 | BPM | Towards a Realistic Clinical-Guidelines Application Framework: Desiderata, Applications, and Lessons Learned. | Erez Shalom, Iliya Fridman, Yuval Shahar, Avner Hatsek, Eitan Lunenfeld |
| 2011 | AIME | The "Human Cli-Knowme" Project: Building a Universal, Formal, Procedural and Declarative Clinical Knowledge Base, for the Automation of Therapy and Research. | Yuval Shahar |
| 2010 | UAI | Irregular-Time Bayesian Networks. | Michael Ramati, Yuval Shahar |
| 2009 | AMIA | Medical Temporal-Knowledge Discovery via Temporal Abstraction. | Robert Moskovitch, Yuval Shahar |
| 2007 | CIDM | Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. | Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici |
| 2007 | ISI | Host Based Intrusion Detection using Machine Learning. | Robert Moskovitch, Shay Pluderman, Ido Gus, Dima Stopel, Clint Feher, Yisrael Parmet, Yuval Shahar, Yuval Elovici |
| 2006 | IJCNN | Application of Artificial Neural Networks Techniques to Computer Worm Detection. | Dima Stopel, Zvi Boger, Robert Moskovitch, Yuval Shahar, Yuval Elovici |
| 2006 | VizSec | An intelligent, interactive tool for exploration and visualization of time-oriented security data. | Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici |
| 2005 | AIME | Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records. | Michael Ramati, Yuval Shahar |
| 2005 | AIME | The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines. | Ohad Young, Yuval Shahar |
| 2005 | AMIA | A Framework for Intelligent Visualization of Multiple Time-Oriented Medical Records. | Denis Klimov, Yuval Shahar |
| 2005 | AMIA | A Graphical Framework for Specification of Clinical Guidelines at Multiple Representation Levels. | Erez Shalom, Yuval Shahar |
| 2005 | AMIA | Applying Hybrid-Asbru Clinical Guidelines Using the Spock System. | Ohad Young, Yuval Shahar |
| 2004 | AVI | KNAVE II: the definition and implementation of an intelligent tool for visualization and exploration of time-oriented clinical data. | Dina Goren-Bar, Yuval Shahar, Maya Galperin-Aizenberg, David Boaz, Gil Tahan |
| 2003 | AIME | Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases. | David Boaz, Yuval Shahar |
| 2003 | AIME | DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines. | Yuval Shahar, Ohad Young, Erez Shalom, Alon Mayaffit, Robert Moskovitch, Alon Hessing, Maya Galperin |
| 2003 | AMIA | Developing Quality Indicators and Auditing Protocols from Formal Guideline Models: Knowledge Representation and Transformations. | Aneel A. Advani, Mary K. Goldstein, Yuval Shahar, Mark A. Musen |
| 2003 | AMIA | Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture. | Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein |
| 2003 | AMIA | A Web-Based System for Interactive Visualization and Exploration of Time-oriented Clinical Data and Their Abstractions. | Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein |
| 2003 | AMIA | A Distributed, Collaborative, Structuring Model for a Clinical-Guideline Digital-Library. | Yuval Shahar, Erez Shalom, Alon Mayaffit, Ohad Young, Maya Galperin, Susana B. Martins, Mary K. Goldstein |
| 2002 | AMIA | A Hybrid Framework for Representation and Use of Clinical Guidelines. | Yuval Shahar |
| 2001 | AMIA | Medical quality assessment by scoring adherence to guideline intentions. | Aneel A. Advani, Yuval Shahar, Mark A. Musen |
| 2000 | AMIA | Quality Assessment of Guideline-oriented Medical Care Using Recognition of Clinician Intentions. | Aneel A. Advani, Yuval Shahar, Mark A. Musen |
| 1999 | TIME | A Constraint-Based Specification of Periodic Patterns in Time-Oriented Data. | Shubha Chakravarty, Yuval Shahar |
| 1998 | AMIA | Intention-based critiquing of guideline-oriented medical care. | Aneel A. Advani, Kin-Koi Lo, Yuval Shahar |
| 1998 | AMIA | Knowledge-based visualization of time-oriented clinical data. | Yuval Shahar, Cleve Cheng |
| 1998 | UAI | Utility Elicitation as a Classification Problem. | Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar |
| 1998 | TIME | Model-Based Visualization of Temporal Abstractions. | Yuval Shahar, Cleve Cheng |
| 1997 | AIME | A Task-Specific Ontology for the Application and Critiquing of Time-Oriented Clinical Guidelines. | Yuval Shahar, Silvia Miksch, Peter D. Johnson |
| 1997 | AMIA | Theater-Style Demonstration: EON: CORBA-Based Middleware for Automation of Protocol-Directed Therapy. | Mark A. Musen, Samson W. Tu, Aneel A. Advani, Amar K. Das, Zaki Hasan, John H. Nguyen, Yuval Shahar |
| 1997 | AMIA | A temporal database mediator for protocol-based decision support. | John H. Nguyen, Yuval Shahar, Samson W. Tu, Amar K. Das, Mark A. Musen |
| 1997 | AMIA | Development of a change model for a controlled medical vocabulary. | Diane E. Oliver, Yuval Shahar |
| 1997 | TIME | Knowledge-Based Temporal Interpolation. | Yuval Shahar |
| 1996 | TIME | Dynamic Temporal Interpretation Contexts for Temporal Abstraction. | Yuval Shahar |
| 1995 | AIME | A Component-Based Architecture for Automation of Protocol-Directed Therapy. | Mark A. Musen, Samson W. Tu, Amar K. Das, Yuval Shahar |