publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Fairness-optimized synthetic ehr generation for arbitrary downstream predictive tasks
    Mirza Farhan Bin Tarek, Raphael Poulain, and Rahmatollah Beheshti
    In 2025 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) , 2025
  2. Development of Machine Learning Models and a Product Predictor to Identify Patients at Risk for Diabetic Retinopathy in a Veteran Population
    Cristian L Flores, Mirza Farhan Bin Tarek, Jeffrey D Henderer , and 2 more authors
    Investigative Ophthalmology & Visual Science, 2025

2023

  1. Improving fairness in ai models on electronic health records: The case for federated learning methods
    Raphael Poulain, Mirza Farhan Bin Tarek, and Rahmatollah Beheshti
    In Proceedings of the 2023 ACM conference on fairness, accountability, and transparency , 2023

2018

  1. Spatio-Temporal Analysis of Large Air Pollution Data
    Mirza Farhan Bin Tarek, Md Asaduzzaman, and Mohammad Patwary
    In 2018 10th International Conference on Electrical and Computer Engineering (ICECE) , 2018