Research output per year
Research output per year
Personal profile
About Me
Program Director and Academic Advisor for the Master's Degree in Data Science
Research:
Machine learning and Data analysis in Immunology and Microbiology: Development of algorithms and solutions for a wide range of domains, including bone marrow transplant optimization, machine learning methods for predicting diseases based on the B and T cell repertoires or on the microbiome
Graph based machine learning algorithms
Education/Academic qualification
PhD, Hebrew University of Jerusalem
Oct 1997 → Sep 2000
Award Date: 30 Sep 2000
Research
- Fields of Interest
- Data Analysis
- Mathematical Biology Graph Theory
- Machine Learning
- Bioinformatics
- Stochastic Processes
- תחומי מחקר
- ביולוגיה מתמטית
- ביואינפורמטיקה
- תורת הגרפים האלגברית
- תהליכים סטוכסטיים
- למידת מכונה
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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
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Early pregnancy is characterized by a significant decrease in the diversity of the oral microbiome and strong associations with lifestyle and conception method
Finkelstein, S., Frishman, S., Turjeman, S., Shtossel, O., Tikhonov, E., Nuriel-Ohayon, M., Pinto, Y., Popova, P., Tkachuk, A. S., Vasukova, E. A., Anopova, A. D., Agay-Shay, K., Pustozerov, E. A., Pervunina, T. M., Grineva, E. N., Hod, M., Schwartz, B., Hadar, E., Koren, O. & Louzoun, Y., 2026, In: Journal of Oral Microbiology. 18, 1, 2657139.Research output: Contribution to journal › Article › peer-review
Open Access -
EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization
Kfir, Y., Sarafian, E., Louzoun, Y. & Kraus, S., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 43 ed. Association for the Advancement of Artificial Intelligence, p. 36991-36999 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 43).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
First trimester prediction of gestational diabetes mellitus by machine learning in twin pregnancies
Louzoun, Y., Michelson, T., Bennasar, M., Svirsky, R., Bevilacqua, E., Kugler, N., Kagan, K., Brown, R. N., Rodriguez, H. P., Goncé, A., Borrell, A., Ponce, J., Geipel, A., Walter, A., Simonini, C., Strizek, B., Lennartz, T., Bauer, A., Meli, F. & Torcia, E. & 4 others, , 20 Jan 2026, In: Archives of Gynecology and Obstetrics. 313, 1, 52.Research output: Contribution to journal › Article › peer-review
Open Access -
Integrating gut microbiota and violence exposure metrics to classify psychological distress in middle-aged adults
Iktilat, K., Levin, G., Isacson, M., Turjeman, S., Tzemah-Shahar, R., Gamliel, G., Louzoun, Y., Koren, O. & Agmon, M., 12 Jan 2026, In: Communications Medicine. 6, 1, 69.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Memory Efficient Very-Large Colored Subgraph Detection
Tsentsiper, S., Siminovsky, D. & Louzoun, Y., 1 Aug 2026, In: IEEE Transactions on Knowledge and Data Engineering. 38, 8, p. 5259-5268 10 p.Research output: Contribution to journal › Article › peer-review
Prizes
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Society of mathematical biology (External organization)
Louzoun, Y. (Member)
2012Activity: Membership › Membership of association
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The American Association of Immunologists (External organization)
Louzoun, Y. (Member)
2006Activity: Membership › Membership of association
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Israel Mathematical Union (External organization)
Louzoun, Y. (Member)
2005Activity: Membership › Membership of association
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European Mathematical Society (External organization)
Louzoun, Y. (Member)
2005Activity: Membership › Membership of association
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The Biophysical Society (External organization)
Louzoun, Y. (Member)
2003 → 2006Activity: Membership › Membership of association