Research output per year
Research output per year
Personal profile
Research interests
Data science, machine learning and statistics, statistical methodology and applications for health, stochastic processes and epidemiology
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Dive into the research topics where Yakir Berchenko is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Optimal control of birth–death processes, with applications to epidemic surveillance
Kopelman, N. M., Yaari, R., Huppert, A. & Berchenko, Y., 1 Oct 2025, In: Annals of Operations Research. 353, 3, p. 1287-1303 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Simplicity Bias in Overparameterized Machine Learning
Berchenko, Y., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 10, p. 11052-11060 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access6 Scopus citations -
Context-Specific Estimation of Future Unrelated Medical Costs and Their Impact on Cost-Effectiveness Analyses
Epstein, N., Simon-Tuval, T. & Berchenko, Y., 1 Oct 2023, In: PharmacoEconomics. 41, 10, p. 1275-1286 12 p.Research output: Contribution to journal › Article › peer-review
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Regressing SARS-CoV-2 Sewage Measurements Onto COVID-19 Burden in the Population: A Proof-of-Concept for Quantitative Environmental Surveillance
Bar-Or, I., Yaniv, K., Shagan, M., Ozer, E., Weil, M., Indenbaum, V., Elul, M., Erster, O., Mendelson, E., Mannasse, B., Shirazi, R., Kramarsky-Winter, E., Nir, O., Abu-Ali, H., Ronen, Z., Rinott, E., Lewis, Y. E., Friedler, E., Bitkover, E. & Paitan, Y. & 2 others, , 3 Jan 2022, In: Frontiers in Public Health. 9, 561710.Research output: Contribution to journal › Article › peer-review
Open Access30 Scopus citations -
City-level SARS-CoV-2 sewage surveillance
Yaniv, K., Shagan, M., Lewis, Y. E., Kramarsky-Winter, E., Weil, M., Indenbaum, V., Elul, M., Erster, O., Brown, A. S., Mendelson, E., Mannasse, B., Shirazi, R., Lakkakula, S., Miron, O., Rinott, E., Baibich, R. G., Bigler, I., Malul, M., Rishti, R. & Brenner, A. & 10 others, , 1 Nov 2021, In: Chemosphere. 283, 131194.Research output: Contribution to journal › Article › peer-review
Open Access32 Scopus citations -
Normalized information criteria and model selection in the presence of missing data
Cohen, N. & Berchenko, Y., 1 Oct 2021, In: Mathematics. 9, 19, 2474.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
Random intersection graphs and missing data
Salti, D. & Berchenko, Y., 1 Jan 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 5579-5585 7 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Rethinking wastewater risks and monitoring in light of the COVID-19 pandemic
Bogler, A., Packman, A., Furman, A., Gross, A., Kushmaro, A., Ronen, A., Dagot, C., Hill, C., Vaizel-Ohayon, D., Morgenroth, E., Bertuzzo, E., Wells, G., Kiperwas, H. R., Horn, H., Negev, I., Zucker, I., Bar-Or, I., Moran-Gilad, J., Balcazar, J. L. & Bibby, K. & 15 others, , 1 Dec 2020, In: Nature Sustainability. 3, 12, p. 981-990 10 p.Research output: Contribution to journal › Review article › peer-review
Open Access244 Scopus citations -
Cost effectiveness and affordability of trastuzumab in sub-Saharan Africa for early stage HER2-positive breast cancer
Gershon, N., Berchenko, Y., Hall, P. S. & Goldstein, D. A., 28 Feb 2019, In: Cost Effectiveness and Resource Allocation. 17, 1, 5.Research output: Contribution to journal › Article › peer-review
Open Access44 Scopus citations -
Development and efficacy of an electronic, culturally adapted lifestyle counseling tool for improving diabetes-related dietary knowledge: Randomized controlled trial among ethnic minority adults with type 2 diabetes mellitus
Abu-Saad, K., Murad, H., Barid, R., Olmer, L., Ziv, A., Younis-Zeidan, N., Kaufman-Shriqui, V., Gillon-Keren, M., Rigler, S., Berchenko, Y. & Kalter-Leibovici, O., 1 Oct 2019, In: Journal of Medical Internet Research. 21, 10, e13674.Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations
Datasets
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Polio particles vs vaccinated in 7 cities/towns
Berchenko, Y. (Creator) & Berchenko, Y. (Contributor), Harvard Dataverse, 22 Feb 2017
DOI: 10.7910/dvn/9ndirw, https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/9NDIRW
Dataset