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Dr. Ayelet Goldstein (Ph.D, M.B.A)
Lecturer, Computer Science Department
Ayelet Goldstein holds a B.Sc. and MBA from the Hebrew University and a PhD from Ben Gurion University (BGU).
Dr. Goldstein published several papers in peer-reviewed Journals and Conferences. Her research interests include temporal reasoning, natural language generation, summarization and knowledge-based systems, mostly in biomedical domains.
Ayelet teaches in the undergraduate and graduate programs and serves as mentor of 3rd year Science projects in the Computer Science department of the Academic Hadassah College.
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Peer reviewed papers
Goldstein, A., Shahar, Y., 2016, An Automated Knowledge-Based Textual Summarization System for Longitudinal, Multivariate Clinical Data, Journal of Biomedical Informatics, Vol.61, Pages 159-175, selected as the Journal’s editor’s choice.
Goldstein, A., Shahar, Y., Cohen, M., Orenbuch, E., 2017, Evaluation of an Automated Knowledge-Based Textual Summarization System for Longitudinal Clinical Data, in the Intensive Care Domain, Artifical Inteligence in Medicine, Vol.82, Pages 20-33.
Peleg, M., Shahar, Y., Quaglini, S., Fux, A., García-Sáez, G., Goldstein, A., Hernando, M.E., Klimov, D., Martínez-Sarriegui, I., Napolitano, C., Parimbelli, E., Rigla, M., Sacchi, L., Shalom, E., Soffer, P., 2017, MobiGuide: a personalized and patient-centric decision-support system and its evaluation in the atrial fibrillation and gestational diabetes domains, User Modeling and User-Adapted Interaction, Vol.27, Pages 159–213.
Peleg, M., Shahar, Y., Quaglini, S., Broens, T., Budasu, R., Fung, N., Fux, A., García-Sáez, G., Goldstein, A., González-Ferrer, A., Hermens, H., 2017, Assessment of a personalized and distributed patient guidance system, International Journal of Medical Informatics, Vol.101, Pages 108–130.
Papers and Abstracts - Proceedings of Conferences
Goldstein, A., Shahar, Y., 2012, A framework for automated knowledge-
based textual summarization of longitudinal medical records. Proceedings of the 4th international workshop on knowledge representation for health care (KR4HC), Tallinn, Estonia.
Goldstein, A., Shahar, Y., 2013, Implementation of a System for Intelligent
Summarization of Longitudinal Clinical Records. Proceedings of the 5th international workshop on knowledge representation for health care (KR4HC), in conjunction with Artificial Intelligence in Medicine, Murcia, Spain. (also published in: Process Support and Knowledge Representation in Health Care, Lecture Notes in Computer Science Vol.8268, Pages 68-82)
Shalom, E., Shahar, Y., Goldstein, A., Ariel, E., Quaglini, S., Sacchi, L., Fung, N., Jones, V., Broens, T., Garcia-Saez, G., and Hernando, E., 2014, Enhancing Guideline-based decision support with distributed computation through local mobile application. Proceedings of the 7th international workshop on process-oriented information systems in healthcare (ProHealth), as part of The 12th international conference on business process management (BPM), Eindhoven, The Netherlands.
Goldstein, A., Shahar, Y., 2015, Generation of natural-language textual summaries from longitudinal clinical records. Proceedings of the 15th world congress on health and biomedical informatics (MEDINFO), São Paulo, Brazil.
Shalom, E., Shahar, Y., Goldstein, A., Ariel, E., Sheinberger, M., Fung, N., Jones, V., Van Schooten, B., 2015, Implementation of the Distributed Guideline-Based Decision Support Model in the MobiGuide Framework. Proceedings of the 7th international workshop on knowledge representation for health care (KR4HC), in conjunction with Artificial Intelligence in Medicine (AIME), Pavia, Italy.
Shalom, E., Edry, R., Goldstein, A., Gafni, U., Shahar, Y., 2017, Completing “non-evidence” clinical guideline knowledge: implications for methodological support, Health Informatics Workshop: applications that use knowledge and data, Haifa, Israel.
2011-2015 - Work Package Leader in the 7th Framework European Union program, the Mobiguide Project, coordinating and leading several academic and industrial European partners.
2012 – Recipient of The Israel National Institute for Health Policy Research, Ph.D scholarship (NIS 50,000)
2015 – Recipient of The Israel National Institute for Health Policy Research research scholarship (NIS 150,000)
2016 – Recipient of the Assa Reichert award for academic excellence in the Medical Information System domain
