Panos Karampourniotis

Panos Karampourniotis

Causal Inference | Machine Learning | Network Science

Based in New York.

Panos Karampourniotis

Experience

  1. Columbia University

    Dream Sports AI Innovation Center

    Lead Applied Scientist

    2024–2025

  2. Aetna · CVS Health

    Senior Data Scientist

    2019–2023

  3. IBM Research

    Researcher

    2017–2019

  4. Rensselaer Polytechnic Institute

    PhD, Physics

Projects

Publications

  1. 2022

    Assessing the Association Between Network-based Provider Communities and Patient Mortality in the Medicare Population with Multiple Chronic Conditions ↗

    AMIA Summits on Translational Science Proceedings

  2. 2019

    Influence Maximization for Fixed Heterogeneous Thresholds ↗

    Scientific Reports

  3. 2019

    Hierarchical Patient-centric Caregiver Network Method for Clinical Outcomes Study ↗

    PLOS One

  4. 2018

    Peer-to-peer Lending and Bias in Crowd Decision-making ↗

    PLOS One

  5. 2016

    The Spread of Opinions in Societies ↗

    Modeling Sociocultural Influences on Decision Making · Book chapter

  6. 2015

    The Impact of Heterogeneous Thresholds on Social Contagion with Multiple Initiators ↗

    PLOS One

  7. 2012

    Nanostructured Porous Silicon Films for Terahertz Optics ↗

    Nanotechnology

Patents

  1. 2021

    Recommendation System for Medical Opinion Provider ↗

    US 2021/0265063 A1

  2. 2021

    Anonymizing a Network Using Network Attributes and Entity-based Access Rights ↗

    US 11,431,682 B2

  3. 2021

    Monitoring Data Sharing and Privacy Policy Compliance ↗

    US 2021/0081567 A1

  4. 2021

    Intercepting Inadvertent Conversational Disclosure of Personal Information ↗

    US 11,263,663 B2 · continuation US 11,663,625 B2

Elsewhere