Moran Beladev

I’m an Information Systems Engineering M.Sc graduate from Ben-Gurion University under Lior Rokach and Bracha Shapira supervision. Now doing my Ph.D studies, researching NLP aspects in temporal graphs.

I have 5 years of experience in data science, deep learning, data modeling, algorithms and pipeline design.

Currently a Data Science Team Leader at Diagnostic Robotics, building ML solutions for the medical domain and NLP algorithms to extract clinical entities from medical visit summaries.

Publications

  1. Recommender systems for product bundling
    Beladev, Moran, Rokach, Lior, and Shapira, Bracha
    Knowledge-Based Systems 2016
    PDF
  2. tdgraphembed: Temporal dynamic graph-level embedding
    Beladev, Moran, Rokach, Lior, Katz, Gilad, Guy, Ido, and Radinsky, Kira
    In Proceedings of the 29th ACM International Conference on Information & Knowledge Management 2020
    Code PDF
  3. Comparison of deep learning with traditional models to predict preventable acute care use and spending among heart failure patients
    Lewis, Maor, Elad, Guy, Beladev, Moran, Maor, Gal, Radinsky, Kira, Hermann, Dor, Litani, Yoav, Geller, Tal, Pines, Jesse M, Figueroa, Jose F, and others,
    Scientific reports 2021
    Code PDF
  4. Development of a machine learning algorithm for early detection of opioid use disorder
    Segal, Zvi, Radinsky, Kira, Elad, Guy, Marom, Gal, Beladev, Moran, Lewis, Maor, Ehrenberg, Bar, Gillis, Plia, Korn, Liat, and Koren, Gideon
    Pharmacology Research & Perspectives 2020
    PDF

Talks

Apr 6, 2021 NLP Summit Healthcare Conference 2021. “NLP aspects in medical records- from visit summaries to medical concepts matrix””.
Mar 8, 2021 Women in Data Science Conference - WiDS TLV. “Harnessing Data to Improve Healthcare”.
Dec 28, 2020 DataNights Meetup. DataTalks #33. “NLP aspects in medical records- from visit summaries to medical concept matrix”.
Oct 23, 2020 CIKM 2020 Conference. The 29th ACM International Conference on Information and Knowledge Management. “tdGraphEmbed: Temporal Dynamic Graph-Level Embedding”.
Oct 8, 2020 NLP Summit Conference 2020, presenting with Dr. Kira Radinsky. “Automated Diagnosis & Prediction in Healthcare””.