Dr. Orit Goldman

Head of Information Systems and Technology Entrepreneurship (MBA), Faculty of Business Administration

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לעמוד המרצה בעברית

About

Lecturer and researcher in Machine Learning and Data Science. Extensive experience as a system analyst and project manager in computing and data mining. She was the head of Data Mining at the Clalit Research Institute and participated in research projects in preventive healthcare at Clalit Health Services.

Education

Ph.D.
Data Mining in Medicine, Faculty of Management, Tel Aviv University (2010)
M.B.A
Information Systems, Faculty of Management, Bar-Ilan University (1993) (Magna Cum Laude)
B.Sc
Mathematics and Computer Science, Bar-Ilan University (1986) (Cum Laude)

Teaching Areas

Theoretical and practical courses in the field of Machine Learning. For example, Introduction to Data Science in the Big Data Era and Applications in Data Science.

Research interests

Machine Learning, Data Mining in Medicine: Identifying High-Risk Groups for Disease Prevention

Selected Publications

Ben-Assuli, O., Jacobi, A., Goldman, O., Shenhar-Tsarfaty, S., Rogowski, O., Zeltser, D., Shapira, I., Berliner, S., Zelber-Sagi, S., (2022, Accepted), Stratifying Individuals into Non-Alcoholic Fatty Liver Disease Risk Levels using Time Series Machine Learning Models, Journal of Biomedical Informatics, (IF=6.317).
Goldman, O., Raphaeli, O., Goldman, E., Leshno, M., (2021), Improvement in the prediction of coronary heart disease risk by using artificial neural networks, Quality Management in Health Care. Oct-Dec 01;30(4):244-250.
Goldman, O., Ben-Assuli, O., Rogowski, O., Zeltser, D., Shapira, I., Berliner, S., Zelber-Sagi, S., Shenhar-Tsarfaty, S., (2021), Non-alcoholic Fatty Liver and Liver Fibrosis Predictive Analytics: Risk Prediction and Machine Learning Techniques for Improved Preventive Medicine, Journal of Medical Systems, vol. 45, paper 22, https://doi.org/10.1007/s10916-020-01693-5 (IF=3.058; Health Care Sciences & Services 23/102; Q1).

CV

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