ד"ר דרור לדרמן

הפקולטה להנדסת חשמל ואלקטרוניקה, המחלקה למדעי הנתונים
ראש המחלקה למדעי הנתונים

Dr. Lederman Dror
Faculty of Electrical and Electronics Engineering, Department of Data Science
Head of Data Science department

Education

  • 2016
    -
    2018
    Tel Aviv UniversityName of the Academic Institution * LLM- Law Degree - Field of study *
    LLM- Law
  • 2012
    -
    2015
    Tel Aviv University
    LLB- Law
  • 2005
    -
    2009
    Ben-Gurion University of the Negev
    PhD- Electrical Engineering
  • 2002
    -
    2004
    Ben-Gurion University of the Negev
    BEMS- Emergence Medicince
  • 1998
    -
    2004
    Ben-Gurion University of the Negev
    MSc- Electrical Engineering
  • 1994
    -
    1997
    Ben-Gurion University of the Negev
    BSc- Electrical Engineering

Research Fields

  • Computer Aided Diagnosis for Breast Cancer
    • Mammographic and Tomosynthesis analysis
    • Ultrasound analysis

Teaching Areas

  • Deep Learning
  • Machine Learning
  • Introduction to Data Science
  • Reinforcement Learning
  • Random Processes
  • Digital Signal Processing

Experiences

  • 2020-2025 Honeycomb Insurance, Head of AI and Algo.
  • 2019-2020 CitiBank Innovation Lab. Algo Team Lead.
  • 2018-2019 CitiBank Innovation Lab., Senior data scientist.
  • 2016-2017 Intel (Petah Tikva), Wireless Group, Research Scientist.
  • 2014-2016 Intel, Platform Engineering Group (PEG), Integrated Sensor Hub (ISH), Research Scientist.
  • 2011-2014 Algorithm developer (consultant), Opticul Diagnostics.
  • 2009-2011 Post-Doctoral Research Associate and Research Instructor, Dept. of Radiology, University of Pittsburgh, Pittsburgh, PA, USA, main research field: computer aided-diagnosis for breast cancer. Host: Prof. David Gur.
  • 2009 Founder, Tube-Eye Medical Ltd., a startup company in the medical devices field, aiming at developing a smart video-stylet for automatic verification of correct endotracheal intubation.

Grants & Awards

  • 2014-2019 The Israel Science Foundation (ISF)- Research grant (#1337/14): Analysis of mammography asymmetry for breast cancer risk stratification based on a probabilistic framework using Markovian modeling, October 2014-September 2019
    880,000 New Israel Shekels
  • 2024 Clalit Health Services and HIT - Holon Institute of Technology, Holon, Israel- Research grant: Analysis of CT scans
    for the assessment of risk of disease progression in patients with non-alcoholic fatty liver disease
    50,000 New Israel Shekels
  • 2024 Clalit Health Services and HIT - Holon Institute of Technology, Holon, Israel- Integrative analysis of digital breast tomosynthesis and ultrasound for breast cancer detection using a deep learning approach 50,000 New Israel Shekels