Yoni Green

Biostatistics and Data Analytics

STATISTICIAN

Mor Research Applications - Cancer Research Unit, Emek Medical Center.

2024 - Present

  • Led the methodological planning and design of clinical research projects, in collaboration with multidisciplinary teams
  • Cleaned, validated, and engineered real-world datasets from Israel’s largest HMO database (Clalit Research Room)
  • Integrated and analyzed diverse data sources including demographic, clinical, temporal, and behavioral data
  • Designed and executed advanced statistical analyses and ML workflows, with emphasis on time-to-event and survey data
  • Produced high-quality visualizations, reports, and summary tables to communicate findings
  • Presented results and statistical insights to non-technical stakeholders, supporting interpretation, statistical inference and research decision-making, including co-authoring multiple manuscripts

M.S.C THESIS ON GWAS

Supervised by Prof. Saharon Rosset, TAU.

2025 - Present

  • Developing an iterative stochastic descent method for estimating permutation test percentiles in high dimensional data
  • Applying advanced MCMC and Importance Sampling techniques in large-scale combinatorial simulations
  • Designing scalable computational workflows for significance threshold estimation in genome-wide association studies

Clinical Data Analyst and Regulatory-Finance Study Coordinator

Psychiatric and Cancer Research Units, Emek Medical Center.

2022 - 2024

  • Performed statistical data analysis over multiple questionnaire studies, with emphasis on survey statistics
  • Managed operational and financial aspects of clinical studies, including budget projections, negotiations, and payment tracking
  • Coordinated regulatory submissions and communications for over 50 concurrent studies, collaborating with clinical teams, sponsors, and regulatory affairs to ensure smooth execution of time-sensitive research objectives