Research output per year
Research output per year
Personal profile
Education/Academic qualification
Ph.D. (Medical Information Sciences), Stanford Medical Informatics
Award Date: 1 Oct 1994
M.Sc. (Computer Science - Artificial Intelligence), Yale University
Award Date: 1 Sep 1990
M.D., Hebrew University of Jerusalem
Award Date: 1 Sep 1981
Keywords
- QA76 Computer software
- Artificial Intelligence
- Planning
- Temporal Reasoning
- Machine Learning
- Knowledge Engineering
- Temporal data mining
- R Medicine (General)
- clinical guidelines
- Medical Informatics
- ;guideline-based care
- Medical Decision Making
- QA75 Electronic computers. Computer science
- Data Mining
- Decision-Support Systems
- Temporal Abstraction
Fingerprint
Dive into the research topics where Yuval Shahar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 6 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A Deep Reinforcement Learning Framework based on Frequent Temporal Patterns as States for Optimal Therapy: Assessment in the Hypokalemia domain
Sofer, K. & Shahar, Y., 1 Jan 2026, Proceedings - 2026 IEEE 14th International Conference on Healthcare Informatics, ICHI 2026. Institute of Electrical and Electronics Engineers, p. 621-630 10 p. (Proceedings - 2026 IEEE 14th International Conference on Healthcare Informatics, ICHI 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Design and Evaluation of an Episodic Guideline-Driven Decision Support Engine
Ben Shahar, B., Shahar, Y., Jaffe, S., Cohen, O., Shalom, E., Selivanova, M., Rimon, E., Hochberg, I. & Goldstein, A., 21 May 2026, Opening the Personal Gate between Technology and Health Care - Proceedings of MIE 2026. Hagglund, M., Lindskold, L., Lhotska, L., Marceglia, S., Parimbelli, E., Sacchi, L., Soda, P., Stoicu-Tivadar, L., Veltri, P., Vizza, P., Giacomini, M., Delgado, J., Arvanitis, T. N., Andrikopoulou, E., Benis, A., Balestra, G., Bellazzi, R., Gallos, P. G., Gatta, R., Giacobbe, D. R. & Giordano, N. (eds.). IOS Press BV, p. 393-397 5 p. (Studies in Health Technology and Informatics; vol. 336).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Integrating retrospective quality assessment with real-time guideline application to support the episodic application of clinical guidelines over significant time periods
Shahar, B. B., Shahar, Y., Jaffe, S., Cohen, O., Shalom, E., Selivanova, M., Rimon, E., Hochberg, I. & Goldstein, A., 1 Jan 2026, In: Journal of Biomedical Informatics. 173, 104975.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting Recurring Treatment Events Within Multiple Future Time Windows
Weisman Raymond, M. & Shahar, Y., 1 Aug 2026, In: Big Data and Cognitive Computing. 10, 8, 281.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated Process Mining and Learning of Therapeutic Actions in the Intensive Care Unit
Romanov, A. & Shahar, Y., 25 Jan 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 825-829 5 p. (Studies in Health Technology and Informatics; vol. 310).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Design of a bi-directional methodology for automated assessment of compliance to continuous application of clinical guidelines, and its evaluation in the type 2 diabetes domain
Hatsek, A., Hochberg, I., Naccache, D. D., Biderman, A. & Shahar, Y., 1 May 2024, In: PLoS ONE. 19, 5 May, e0303542.Research output: Contribution to journal › Article › peer-review
Open Access -
Evaluating the dynamic interplay of social distancing policies regarding airborne pathogens through a temporal interaction-driven model that uses real-world and synthetic data
Mokryn, O., Abbey, A., Marmor, Y. & Shahar, Y., 1 Mar 2024, In: Journal of Biomedical Informatics. 151, 104601.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploiting Meta-cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation
Shinitzky, H., Avraham, D., Vaisman, Y., Tsizer, Y., Leedon, Y. & Shahar, Y., 1 Feb 2024, In: Group Decision and Negotiation. 33, 1, p. 87-111 25 p.Research output: Contribution to journal › Article › peer-review
-
Implementation and evaluation of a system for assessment of the quality of long-term management of patients at a geriatric hospital
Shalom, E., Goldstein, A., Weiss, R., Selivanova, M., Cohen, N. M. & Shahar, Y., 1 Aug 2024, In: Journal of Biomedical Informatics. 156, 104686.Research output: Contribution to journal › Article › peer-review
Open Access -
Multi-Dimensional Validation of the Integration of Syntactic and Semantic Distance Measures for Clustering Fibromyalgia Patients in the Rheumatic Monitor Big Data Study
Goldstein, A., Shahar, Y., Weisman Raymond, M., Peleg, H., Ben-Chetrit, E., Ben-Yehuda, A., Shalom, E., Goldstein, C., Shiloh, S. S. & Almoznino, G., 1 Jan 2024, In: Bioengineering. 11, 1, 97.Research output: Contribution to journal › Article › peer-review
Open Access
-
Personalized Optimization of Medical Therapy for Atrial Fibrillation Patients
Arbel, R. (PI), Ellis, M. M. (CoPI), Azuri, J. (CoPI) & Shahar, Y. (CoPI)
1/01/21 → 31/12/24
Project: Research
-
A Framework for Knowledge-Based Abstraction of Time OrientedData
Shahar, Y. (PI)
15/04/96 → 31/03/99
Project: Research