cv

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General Information

Full Name Jialu Tang
Languages English, Chinese

Education

  • 2022
    PhD Candidate
    Eindhoven University of Technology, Netherland
    • research
      • develop an Explainable diagnose system for clinicians that assists in detecting and interpreting heart conditions using electrocardiograms (ECGs). The system emphasizes transparency and ease of use, enabling clinicians to understand how the AI makes its predictions, thus building trust and aiding in decision-making.
  • 2020
    MSC
    Donghua University, Shanghai, China
    • MA in Industrial Design Engineering
      • Product Design Practice, Ergonomics, Exhibition Design, Industrial Design Methodology, Engineering Mathematics, System Design

Academic Interests

  • ECG-Based Smart Diagnostics
    • Exploring retrieval-augmented self-supervised models to enhance ECG report generation and clinical decision-making.
    • Improving diagnostic accuracy with advanced language models tailored for ECG interpretation.
  • LLMs in ECG Healthcare
    • Leveraging large language models (LLMs) for few-shot question answering in ECG-based healthcare applications.
    • Utilizing meta-learning to adapt LLMs for robust and efficient AI-driven diagnostics in ECG analysis.