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Farzana-Islam/README.md
  • πŸ‘‹ Hi, I'm @Farzana Islam
  • πŸ”¬ I research Human-Centered AI, Explainable ML, and AI Safety
  • πŸ€– Currently working on LLM evaluation to measure bias and explaniabilty in high stake domains e.g., clinical recommendation systems
  • πŸ“„ Published in JMIR, ACM CHI, IEEE, Springer, and Oxford University Press
  • 🌏 Passionate about AI safety and trustworthy AI for underrepresented communities
  • πŸ”— Find me on LinkedIn: https://linkedin.com/in/farzanaa-islam

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  1. stroke-risk-fuzzy-prediction stroke-risk-fuzzy-prediction Public

    Fuzzy logic-based stroke risk prediction system validated with clinicians. Published in Springer AISC 2017 & UbiComp 2018.

    MATLAB

  2. bengali-fake-news bengali-fake-news Public

    One of the first Bengali fake news datasets scraped from local newspapers. Supporting NLP research in underrepresented languages. Published at IEEE IS 2020.

    Python

  3. LLM-health-safety LLM-health-safety Public

    Empirical research on bias, fairness, and explainability in clinical LLM.