Researcher profile

Amir H. Payberah

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records

    2018 · PLoS Medicine

    BACKGROUND: Emergency admissions are a major source of healthcare spending. We aimed to derive, validate, and compare conventional and machine learning models for prediction of the first emergency admission. Machine learning methods are capable of …

  2. Node Context Selection in Transformer-Based Graph Representation Learning Models

    2022 · 2022 IEEE International Conference on Big Data (Big Data)

    Transformer models have great potential in Graph Representation Learning (GRL) for efficiently scaling the learning process on large datasets and solving many challenges presented in Graph Neural Networks, e.g., oversmoothing and suspended animation. To represent …